From 7cec06c53278441833b210d6cb8332dc8410e634 Mon Sep 17 00:00:00 2001
From: neworderofjamie <neworderofjamie@gmail.com>
Date: Fri, 21 Apr 2023 16:23:22 +0100
Subject: [PATCH] GeNN 4.8.1 documentation

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 <a href="../../d0/d1a/device_2modular_8c_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;</div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160; <span class="comment">/*</span></div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment"> ***********************************************************************</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="comment"> Copyright (c) 2015 Advanced Micro Devices, Inc. </span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="comment"> All rights reserved.</span></div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="comment"> </span></div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="comment"> Redistribution and use in source and binary forms, with or without </span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="comment"> modification, are permitted provided that the following conditions </span></div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="comment"> are met:</span></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;<span class="comment"> </span></div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="comment"> 1. Redistributions of source code must retain the above copyright </span></div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;<span class="comment"> notice, this list of conditions and the following disclaimer.</span></div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;<span class="comment"> </span></div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="comment"> 2. Redistributions in binary form must reproduce the above copyright </span></div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="comment"> notice, this list of conditions and the following disclaimer in the </span></div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;<span class="comment"> documentation and/or other materials provided with the distribution.</span></div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;<span class="comment"> </span></div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="comment"> THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS </span></div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;<span class="comment"> &quot;AS IS&quot; AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT </span></div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;<span class="comment"> LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR </span></div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;<span class="comment"> A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT </span></div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;<span class="comment"> HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, </span></div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;<span class="comment"> SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT </span></div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;<span class="comment"> LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, </span></div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;<span class="comment"> DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY </span></div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;<span class="comment"> THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT </span></div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;<span class="comment"> (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE </span></div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;<span class="comment"> OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.</span></div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;<span class="comment"> </span></div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;<span class="comment"> ***********************************************************************</span></div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;<span class="comment"> */</span></div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;</div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;<span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;<span class="preprocessor">#ifndef PRIVATE_MODULAR_CH</span></div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;</div><div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;<span class="preprocessor">#ifndef MODULAR_NUMBER_TYPE</span></div><div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;<span class="preprocessor">#error &quot;MODULAR_NUMBER_TYPE must be defined&quot;</span></div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;<span class="preprocessor">#endif</span></div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;</div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;<span class="preprocessor">#ifdef MODULAR_FIXED_SIZE</span></div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;<span class="preprocessor">#  define N MODULAR_FIXED_SIZE</span></div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;<span class="preprocessor">#  define MATRIX_ELEM(mat, i, j) (mat[i][j])</span></div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;<span class="preprocessor">#else</span></div><div class="line"><a name="l00059"></a><span class="lineno"><a class="line" href="../../d0/d1a/device_2modular_8c_8h.html#a98685670f16350be325bd77b33ccf26e">   59</a></span>&#160;<span class="preprocessor">#  define MATRIX_ELEM(mat, i, j) (mat[i * N + j])</span></div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;<span class="preprocessor">#endif // MODULAR_FIXED_SIZE</span></div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;</div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;<span class="preprocessor">#if 1</span></div><div class="line"><a name="l00064"></a><span class="lineno"><a class="line" href="../../d0/d1a/device_2modular_8c_8h.html#a7cc2d738ccd1dd2a03edd631da0985d8">   64</a></span>&#160;<span class="preprocessor">#define modMult(a, s, c, m) ((MODULAR_NUMBER_TYPE)(((cl_ulong) a * s + c) % m))</span></div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;<span class="preprocessor">#else</span></div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;<span class="keyword">static</span> MODULAR_NUMBER_TYPE <a class="code" href="../../d0/d1a/device_2modular_8c_8h.html#a7cc2d738ccd1dd2a03edd631da0985d8">modMult</a>(MODULAR_NUMBER_TYPE a, MODULAR_NUMBER_TYPE s, MODULAR_NUMBER_TYPE c, MODULAR_NUMBER_TYPE <a class="code" href="../../de/d6e/namespacepygenn_1_1genn__model.html#a0ae588c769b098f97bc66450ab28011c">m</a>)</div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;{</div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;    MODULAR_NUMBER_TYPE v;</div><div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;    v = (MODULAR_NUMBER_TYPE) (((cl_ulong) a * s + c) % <a class="code" href="../../de/d6e/namespacepygenn_1_1genn__model.html#a0ae588c769b098f97bc66450ab28011c">m</a>);</div><div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;    <span class="keywordflow">return</span> v;</div><div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;}</div><div class="line"><a name="l00072"></a><span class="lineno">   72</span>&#160;<span class="preprocessor">#endif</span></div><div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160;</div><div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;</div><div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160;<span class="comment">//  @details Also works if v = s.</span></div><div class="line"><a name="l00077"></a><span class="lineno">   77</span>&#160;<span class="comment">//  @return v = A*s % m</span></div><div class="line"><a name="l00078"></a><span class="lineno">   78</span>&#160;<span class="preprocessor">#ifdef MODULAR_FIXED_SIZE</span></div><div class="line"><a name="l00079"></a><span class="lineno">   79</span>&#160;<span class="keyword">static</span> <span class="keywordtype">void</span> <a class="code" href="../../d0/d1a/device_2modular_8c_8h.html#a574c40a1d2b6a77253561afa27f10eb9">modMatVec</a> (MODULAR_NUMBER_TYPE A[N][N], MODULAR_NUMBER_TYPE s[N], MODULAR_NUMBER_TYPE v[N], MODULAR_NUMBER_TYPE <a class="code" href="../../de/d6e/namespacepygenn_1_1genn__model.html#a0ae588c769b098f97bc66450ab28011c">m</a>)</div><div class="line"><a name="l00080"></a><span class="lineno">   80</span>&#160;<span class="preprocessor">#else</span></div><div class="line"><a name="l00081"></a><span class="lineno"><a class="line" href="../../d0/d1a/device_2modular_8c_8h.html#a574c40a1d2b6a77253561afa27f10eb9">   81</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="../../d0/d1a/device_2modular_8c_8h.html#a574c40a1d2b6a77253561afa27f10eb9">modMatVec</a> (<span class="keywordtype">size_t</span> N, MODULAR_NUMBER_TYPE* A, MODULAR_NUMBER_TYPE* s, MODULAR_NUMBER_TYPE* v, MODULAR_NUMBER_TYPE <a class="code" href="../../de/d6e/namespacepygenn_1_1genn__model.html#a0ae588c769b098f97bc66450ab28011c">m</a>)</div><div class="line"><a name="l00082"></a><span class="lineno">   82</span>&#160;<span class="preprocessor">#endif</span></div><div class="line"><a name="l00083"></a><span class="lineno">   83</span>&#160;{</div><div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;    MODULAR_NUMBER_TYPE x[MODULAR_FIXED_SIZE];     <span class="comment">// Necessary if v = s</span></div><div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;    <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> i = 0; i &lt; N; ++i) {</div><div class="line"><a name="l00086"></a><span class="lineno">   86</span>&#160;        x[i] = 0;</div><div class="line"><a name="l00087"></a><span class="lineno">   87</span>&#160;        <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> j = 0; j &lt; N; j++)</div><div class="line"><a name="l00088"></a><span class="lineno">   88</span>&#160;            x[i] = <a class="code" href="../../d0/d1a/device_2modular_8c_8h.html#a7cc2d738ccd1dd2a03edd631da0985d8">modMult</a>(<a class="code" href="../../d0/d1a/device_2modular_8c_8h.html#a98685670f16350be325bd77b33ccf26e">MATRIX_ELEM</a>(A,i,j), s[j], x[i], m);</div><div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;    }</div><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;    <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> i = 0; i &lt; N; ++i)</div><div class="line"><a name="l00091"></a><span class="lineno">   91</span>&#160;        v[i] = x[i];</div><div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;}</div><div class="line"><a name="l00093"></a><span class="lineno">   93</span>&#160;</div><div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;<span class="preprocessor">#undef MATRIX_ELEM</span></div><div class="line"><a name="l00095"></a><span class="lineno">   95</span>&#160;<span class="preprocessor">#undef N</span></div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;</div><div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;<span class="preprocessor">#endif</span></div><div class="ttc" id="device_2modular_8c_8h_html_a574c40a1d2b6a77253561afa27f10eb9"><div class="ttname"><a href="../../d0/d1a/device_2modular_8c_8h.html#a574c40a1d2b6a77253561afa27f10eb9">modMatVec</a></div><div class="ttdeci">void modMatVec(size_t N, MODULAR_NUMBER_TYPE *A, MODULAR_NUMBER_TYPE *s, MODULAR_NUMBER_TYPE *v, MODULAR_NUMBER_TYPE m)</div><div class="ttdoc">Matrix-vector modular multiplication. </div><div class="ttdef"><b>Definition:</b> device/modular.c.h:81</div></div>
 <div class="ttc" id="device_2modular_8c_8h_html_a98685670f16350be325bd77b33ccf26e"><div class="ttname"><a href="../../d0/d1a/device_2modular_8c_8h.html#a98685670f16350be325bd77b33ccf26e">MATRIX_ELEM</a></div><div class="ttdeci">#define MATRIX_ELEM(mat, i, j)</div><div class="ttdef"><b>Definition:</b> device/modular.c.h:59</div></div>
 <div class="ttc" id="device_2modular_8c_8h_html_a7cc2d738ccd1dd2a03edd631da0985d8"><div class="ttname"><a href="../../d0/d1a/device_2modular_8c_8h.html#a7cc2d738ccd1dd2a03edd631da0985d8">modMult</a></div><div class="ttdeci">#define modMult(a, s, c, m)</div><div class="ttdoc">Compute (a*s + c) % m. </div><div class="ttdef"><b>Definition:</b> device/modular.c.h:64</div></div>
-<div class="ttc" id="namespacepygenn_1_1genn__model_html_a0ae588c769b098f97bc66450ab28011c"><div class="ttname"><a href="../../de/d6e/namespacepygenn_1_1genn__model.html#a0ae588c769b098f97bc66450ab28011c">pygenn.genn_model.m</a></div><div class="ttdeci">m</div><div class="ttdef"><b>Definition:</b> genn_model.py:81</div></div>
+<div class="ttc" id="namespacepygenn_1_1genn__model_html_a0ae588c769b098f97bc66450ab28011c"><div class="ttname"><a href="../../de/d6e/namespacepygenn_1_1genn__model.html#a0ae588c769b098f97bc66450ab28011c">pygenn.genn_model.m</a></div><div class="ttdeci">m</div><div class="ttdef"><b>Definition:</b> genn_model.py:116</div></div>
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-   &#160;<span id="projectnumber">4.8.0</span>
+   &#160;<span id="projectnumber">4.8.1</span>
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    <div id="projectbrief">GPU enhanced Neuronal Networks (GeNN)</div>
   </td>
@@ -119,7 +119,7 @@ <h1><a class="anchor" id="sect_own_current_source"></a>
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diff --git a/documentation/4/html/d0/d7f/structclrngPhilox432StreamCreator__.html b/documentation/4/html/d0/d7f/structclrngPhilox432StreamCreator__.html
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diff --git a/documentation/4/html/d0/d81/PyGeNN.html b/documentation/4/html/d0/d81/PyGeNN.html
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diff --git a/documentation/4/html/d0/d82/classModels_1_1WUVarReference-members.html b/documentation/4/html/d0/d82/classModels_1_1WUVarReference-members.html
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
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diff --git a/documentation/4/html/d0/d94/classPostsynapticModels_1_1ExpCond-members.html b/documentation/4/html/d0/d94/classPostsynapticModels_1_1ExpCond-members.html
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 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
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diff --git a/documentation/4/html/d0/da2/classInitVarSnippet_1_1Constant-members.html b/documentation/4/html/d0/da2/classInitVarSnippet_1_1Constant-members.html
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 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
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diff --git a/documentation/4/html/d0/da6/UserGuide.html b/documentation/4/html/d0/da6/UserGuide.html
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--- a/documentation/4/html/d0/da6/UserGuide.html
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 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
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diff --git a/documentation/4/html/d0/dac/classNeuronModels_1_1PoissonNew-members.html b/documentation/4/html/d0/dac/classNeuronModels_1_1PoissonNew-members.html
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@@ -136,7 +136,7 @@
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 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
   <ul>
-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
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diff --git a/documentation/4/html/d0/db8/classpygenn_1_1genn__model_1_1GeNNModel-members.html b/documentation/4/html/d0/db8/classpygenn_1_1genn__model_1_1GeNNModel-members.html
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 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
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diff --git a/documentation/4/html/d1/da4/generateSupportCode_8h_source.html b/documentation/4/html/d1/da4/generateSupportCode_8h_source.html
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+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
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diff --git a/documentation/4/html/d1/daf/structModels_1_1Base_1_1VarRef.html b/documentation/4/html/d1/daf/structModels_1_1Base_1_1VarRef.html
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diff --git a/documentation/4/html/d1/db3/classpygenn_1_1genn__groups_1_1Group.html b/documentation/4/html/d1/db3/classpygenn_1_1genn__groups_1_1Group.html
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diff --git a/documentation/4/html/d1/db6/classModels_1_1VarReference.html b/documentation/4/html/d1/db6/classModels_1_1VarReference.html
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     <img class="footer" src="../../doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
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diff --git a/documentation/4/html/d1/dcc/classCodeGenerator_1_1CustomWUUpdateInitGroupMerged-members.html b/documentation/4/html/d1/dcc/classCodeGenerator_1_1CustomWUUpdateInitGroupMerged-members.html
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-   &#160;<span id="projectnumber">4.8.0</span>
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 <!-- start footer part -->
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
     <a href="http://www.doxygen.org/index.html">
     <img class="footer" src="../../doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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diff --git a/documentation/4/html/d1/dce/classInitSparseConnectivitySnippet_1_1FixedNumberPostWithReplacement-members.html b/documentation/4/html/d1/dce/classInitSparseConnectivitySnippet_1_1FixedNumberPostWithReplacement-members.html
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-   &#160;<span id="projectnumber">4.8.0</span>
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@@ -135,7 +135,7 @@
 <!-- start footer part -->
 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
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     <img class="footer" src="../../doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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diff --git a/documentation/4/html/d1/dcf/namespaceInitToeplitzConnectivitySnippet.html b/documentation/4/html/d1/dcf/namespaceInitToeplitzConnectivitySnippet.html
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--- a/documentation/4/html/d1/dcf/namespaceInitToeplitzConnectivitySnippet.html
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-   &#160;<span id="projectnumber">4.8.0</span>
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
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     <img class="footer" src="../../doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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diff --git a/documentation/4/html/d1/dda/classSpineMLSimulator_1_1ModelProperty_1_1NormalDistribution-members.html b/documentation/4/html/d1/dda/classSpineMLSimulator_1_1ModelProperty_1_1NormalDistribution-members.html
index 608ebbf331..478c0624e6 100644
--- a/documentation/4/html/d1/dda/classSpineMLSimulator_1_1ModelProperty_1_1NormalDistribution-members.html
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@@ -42,7 +42,7 @@
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 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
   <ul>
-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
     <a href="http://www.doxygen.org/index.html">
     <img class="footer" src="../../doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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diff --git a/documentation/4/html/d1/de3/classCodeGenerator_1_1BackendSIMT.html b/documentation/4/html/d1/de3/classCodeGenerator_1_1BackendSIMT.html
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-<a href="../../d4/d0e/cuda_2backend_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;</div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment">// Standard C++ includes</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="preprocessor">#include &lt;algorithm&gt;</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="preprocessor">#include &lt;array&gt;</span></div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="preprocessor">#include &lt;functional&gt;</span></div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="preprocessor">#include &lt;map&gt;</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="preprocessor">#include &lt;numeric&gt;</span></div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="preprocessor">#include &lt;string&gt;</span></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;</div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="comment">// Standard C includes</span></div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;<span class="preprocessor">#include &lt;cassert&gt;</span></div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;</div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="comment">// CUDA includes</span></div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="preprocessor">#include &lt;cuda.h&gt;</span></div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;<span class="preprocessor">#include &lt;cuda_runtime.h&gt;</span></div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;</div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="comment">// GeNN includes</span></div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d5/d83/backendExport_8h.html">backendExport.h</a>&quot;</span></div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;</div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;<span class="comment">// GeNN code generator includes</span></div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d6/db4/backendSIMT_8h.html">code_generator/backendSIMT.h</a>&quot;</span></div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d0/dbb/codeStream_8h.html">code_generator/codeStream.h</a>&quot;</span></div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d9/d7a/substitutions_8h.html">code_generator/substitutions.h</a>&quot;</span></div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;</div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;<span class="comment">// Forward declarations</span></div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;<span class="keyword">namespace </span><a class="code" href="../../d1/d94/namespacefilesystem.html">filesystem</a></div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;{</div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;    <span class="keyword">class </span>path;</div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;}</div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;</div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;<span class="comment">// CodeGenerator::CUDA::DeviceSelectMethod</span></div><div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;<span class="keyword">namespace </span><a class="code" href="../../d0/d02/namespaceCodeGenerator.html">CodeGenerator</a></div><div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;{</div><div class="line"><a name="l00037"></a><span class="lineno"><a class="line" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html">   37</a></span>&#160;<span class="keyword">namespace </span>CUDA</div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;{</div><div class="line"><a name="l00040"></a><span class="lineno"><a class="line" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a05cdf29b66af2e1899cbb1d9c702f9d0">   40</a></span>&#160;<span class="keyword">enum class</span> <a class="code" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a05cdf29b66af2e1899cbb1d9c702f9d0">DeviceSelect</a></div><div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;{</div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;    <a class="code" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a05cdf29b66af2e1899cbb1d9c702f9d0af00c8dbdd6e1f11bdae06be94277d293">OPTIMAL</a>,        </div><div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160;    <a class="code" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a05cdf29b66af2e1899cbb1d9c702f9d0a7091742b1aa4b0be2bcb9750a1f4b0b9">MOST_MEMORY</a>,    </div><div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;    <a class="code" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a05cdf29b66af2e1899cbb1d9c702f9d0aa60a6a471c0681e5a49c4f5d00f6bc5a">MANUAL</a>,         </div><div class="line"><a name="l00045"></a><span class="lineno">   45</span>&#160;    <a class="code" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a05cdf29b66af2e1899cbb1d9c702f9d0a838986270698f1a1afaf0721b7f0d4bf">MANUAL_RUNTIME</a>, </div><div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;};</div><div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;</div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;<span class="comment">// CodeGenerator::CUDA::BlockSizeSelect</span></div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00052"></a><span class="lineno"><a class="line" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a54abdd5e5351c160ba420cd758edb7ab">   52</a></span>&#160;<span class="comment"></span><span class="keyword">enum class</span> <a class="code" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a54abdd5e5351c160ba420cd758edb7ab">BlockSizeSelect</a></div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;{</div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;    <a class="code" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a54abdd5e5351c160ba420cd758edb7abad835e9b82eae5eafdd8c3cb305a7d7a5">OCCUPANCY</a>,  </div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;    <a class="code" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a05cdf29b66af2e1899cbb1d9c702f9d0aa60a6a471c0681e5a49c4f5d00f6bc5a">MANUAL</a>,     </div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;};</div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;</div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;<span class="comment">// CodeGenerator::CUDA::Preferences</span></div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00062"></a><span class="lineno"><a class="line" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html">   62</a></span>&#160;<span class="comment"></span><span class="keyword">struct </span><a class="code" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html">Preferences</a> : <span class="keyword">public</span> <a class="code" href="../../d1/d7a/structCodeGenerator_1_1PreferencesBase.html">PreferencesBase</a></div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;{</div><div class="line"><a name="l00064"></a><span class="lineno"><a class="line" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#a81d2f28e0431fcbb375e6c0c547a879d">   64</a></span>&#160;    <a class="code" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#a81d2f28e0431fcbb375e6c0c547a879d">Preferences</a>()</div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;    {</div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;        std::fill(manualBlockSizes.begin(), manualBlockSizes.end(), 32);</div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;    }</div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;</div><div class="line"><a name="l00070"></a><span class="lineno"><a class="line" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#ad8e937d78148dcd94e8174b3fba45e86">   70</a></span>&#160;    <span class="keywordtype">bool</span> showPtxInfo = <span class="keyword">false</span>;</div><div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;</div><div class="line"><a name="l00073"></a><span class="lineno"><a class="line" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#a28f276f8498add4713f59850c153e522">   73</a></span>&#160;    <span class="keywordtype">bool</span> generateLineInfo = <span class="keyword">false</span>;</div><div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;</div><div class="line"><a name="l00077"></a><span class="lineno"><a class="line" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#a05b34883f91558799021fc9b400f0938">   77</a></span>&#160;    <span class="keywordtype">bool</span> selectGPUByDeviceID = <span class="keyword">false</span>;</div><div class="line"><a name="l00078"></a><span class="lineno">   78</span>&#160;</div><div class="line"><a name="l00080"></a><span class="lineno"><a class="line" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#aa506dfb7972b553982cca137b641cca2">   80</a></span>&#160;    <span class="keywordtype">bool</span> enableNCCLReductions = <span class="keyword">false</span>;</div><div class="line"><a name="l00081"></a><span class="lineno">   81</span>&#160;</div><div class="line"><a name="l00083"></a><span class="lineno"><a class="line" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#ab3f7e871cfa06d52cdff493f80a9289e">   83</a></span>&#160;    <a class="code" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a05cdf29b66af2e1899cbb1d9c702f9d0">DeviceSelect</a> deviceSelectMethod = DeviceSelect::OPTIMAL;</div><div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;</div><div class="line"><a name="l00086"></a><span class="lineno"><a class="line" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#a3b75fa868ca95ea3c644efcaaff3308d">   86</a></span>&#160;    <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> manualDeviceID = 0;</div><div class="line"><a name="l00087"></a><span class="lineno">   87</span>&#160;</div><div class="line"><a name="l00089"></a><span class="lineno"><a class="line" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#ad9ddce1e46c8707bf1c30116f9a799be">   89</a></span>&#160;    <a class="code" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a54abdd5e5351c160ba420cd758edb7ab">BlockSizeSelect</a> blockSizeSelectMethod = BlockSizeSelect::OCCUPANCY;</div><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;</div><div class="line"><a name="l00092"></a><span class="lineno"><a class="line" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#a24e6c8b33837783988259baa53fd4dda">   92</a></span>&#160;    <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a8d84e884450f8a7a0b2e6195ba046b7e">KernelBlockSize</a> <a class="code" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#a24e6c8b33837783988259baa53fd4dda">manualBlockSizes</a>;</div><div class="line"><a name="l00093"></a><span class="lineno">   93</span>&#160;</div><div class="line"><a name="l00095"></a><span class="lineno">   95</span>&#160;</div><div class="line"><a name="l00098"></a><span class="lineno"><a class="line" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#a4fec7ae3b7712a4d60d1cd3ff31c34c1">   98</a></span>&#160;    <span class="keywordtype">size_t</span> constantCacheOverhead = 72 * 4;</div><div class="line"><a name="l00099"></a><span class="lineno">   99</span>&#160;</div><div class="line"><a name="l00101"></a><span class="lineno"><a class="line" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#aa370bc1e7c48d0928ace7bf4baaa7e73">  101</a></span>&#160;    std::string userNvccFlags = <span class="stringliteral">&quot;&quot;</span>;</div><div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;</div><div class="line"><a name="l00103"></a><span class="lineno"><a class="line" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#a69125f7b6557f37ea17b5871864757c3">  103</a></span>&#160;    <span class="keywordtype">void</span> <a class="code" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#a69125f7b6557f37ea17b5871864757c3">updateHash</a>(boost::uuids::detail::sha1 &amp;hash)<span class="keyword"> const</span></div><div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;<span class="keyword">    </span>{</div><div class="line"><a name="l00105"></a><span class="lineno">  105</span>&#160;        <span class="comment">// Superclass </span></div><div class="line"><a name="l00106"></a><span class="lineno">  106</span>&#160;        <a class="code" href="../../d4/d3d/namespaceUtils.html#ae55486e13e7ed81c88358cf9ce4cf014">PreferencesBase::updateHash</a>(hash);</div><div class="line"><a name="l00107"></a><span class="lineno">  107</span>&#160;</div><div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;        <span class="comment">// **NOTE** showPtxInfo, generateLineInfo and userNvccFlags only affect makefiles/msbuild </span></div><div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;        <span class="comment">// **NOTE** block size optimization is also not relevant, the chosen block size is hashed in the backend</span></div><div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;        <span class="comment">// **NOTE** while device selection is also not relevant as the chosen device is hashed in the backend, DeviceSelect::MANUAL_OVERRIDE is used in the backend</span></div><div class="line"><a name="l00111"></a><span class="lineno">  111</span>&#160;</div><div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;        <a class="code" href="../../d4/d3d/namespaceUtils.html#ae55486e13e7ed81c88358cf9ce4cf014">Utils::updateHash</a>(selectGPUByDeviceID, hash);</div><div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160;        <a class="code" href="../../d4/d3d/namespaceUtils.html#ae55486e13e7ed81c88358cf9ce4cf014">Utils::updateHash</a>(deviceSelectMethod, hash);</div><div class="line"><a name="l00115"></a><span class="lineno">  115</span>&#160;        <a class="code" href="../../d4/d3d/namespaceUtils.html#ae55486e13e7ed81c88358cf9ce4cf014">Utils::updateHash</a>(constantCacheOverhead, hash);</div><div class="line"><a name="l00116"></a><span class="lineno">  116</span>&#160;        <a class="code" href="../../d4/d3d/namespaceUtils.html#ae55486e13e7ed81c88358cf9ce4cf014">Utils::updateHash</a>(enableNCCLReductions, hash);</div><div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;    }</div><div class="line"><a name="l00118"></a><span class="lineno">  118</span>&#160;};</div><div class="line"><a name="l00119"></a><span class="lineno">  119</span>&#160;</div><div class="line"><a name="l00120"></a><span class="lineno">  120</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00121"></a><span class="lineno">  121</span>&#160;<span class="comment">// CodeGenerator::CUDA::Backend</span></div><div class="line"><a name="l00122"></a><span class="lineno">  122</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00123"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html">  123</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../d5/d83/backendExport_8h.html#a4506f237d151a8f16371da48d158cd3e">BACKEND_EXPORT</a> <a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html">Backend</a> : <span class="keyword">public</span> <a class="code" href="../../d1/de3/classCodeGenerator_1_1BackendSIMT.html">BackendSIMT</a></div><div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;{</div><div class="line"><a name="l00125"></a><span class="lineno">  125</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;    <a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html">Backend</a>(<span class="keyword">const</span> <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a8d84e884450f8a7a0b2e6195ba046b7e">KernelBlockSize</a> &amp;kernelBlockSizes, <span class="keyword">const</span> <a class="code" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html">Preferences</a> &amp;preferences,</div><div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;            <span class="keyword">const</span> std::string &amp;scalarType, <span class="keywordtype">int</span> device);</div><div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;</div><div class="line"><a name="l00129"></a><span class="lineno">  129</span>&#160;    <span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00130"></a><span class="lineno">  130</span>&#160;    <span class="comment">// CodeGenerator::BackendSIMT virtuals</span></div><div class="line"><a name="l00131"></a><span class="lineno">  131</span>&#160;    <span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00133"></a><span class="lineno">  133</span>&#160;<span class="comment"></span>    <span class="keyword">virtual</span> <span class="keywordtype">bool</span> areSharedMemAtomicsSlow() <span class="keyword">const override</span>;</div><div class="line"><a name="l00134"></a><span class="lineno">  134</span>&#160;</div><div class="line"><a name="l00136"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#ae72aa5e8013750ede913be70546260d4">  136</a></span>&#160;    <span class="keyword">virtual</span> std::string <a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#ae72aa5e8013750ede913be70546260d4">getSharedPrefix</a>()<span class="keyword"> const override</span>{ <span class="keywordflow">return</span> <span class="stringliteral">&quot;__shared__ &quot;</span>; }</div><div class="line"><a name="l00137"></a><span class="lineno">  137</span>&#160;</div><div class="line"><a name="l00139"></a><span class="lineno">  139</span>&#160;    <span class="keyword">virtual</span> std::string getThreadID(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> axis = 0) <span class="keyword">const override</span>;</div><div class="line"><a name="l00140"></a><span class="lineno">  140</span>&#160;</div><div class="line"><a name="l00142"></a><span class="lineno">  142</span>&#160;    <span class="keyword">virtual</span> std::string getBlockID(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> axis = 0) <span class="keyword">const override</span>;</div><div class="line"><a name="l00143"></a><span class="lineno">  143</span>&#160;</div><div class="line"><a name="l00145"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#ad86461c5a88c256d2694f022f82243e5">  145</a></span>&#160;    <span class="keyword">virtual</span> std::string <a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#ad86461c5a88c256d2694f022f82243e5">getCLZ</a>()<span class="keyword"> const override </span>{ <span class="keywordflow">return</span> <span class="stringliteral">&quot;__clz&quot;</span>; }</div><div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160;</div><div class="line"><a name="l00148"></a><span class="lineno">  148</span>&#160;    <span class="keyword">virtual</span> std::string getAtomic(<span class="keyword">const</span> std::string &amp;type, <a class="code" href="../../d1/de3/classCodeGenerator_1_1BackendSIMT.html#a8f14c05ac0d013316a18d606864863e8">AtomicOperation</a> op = AtomicOperation::ADD,</div><div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160;                                  <a class="code" href="../../d1/de3/classCodeGenerator_1_1BackendSIMT.html#a9f6b80da64dbc8cebcc8438492b18c35">AtomicMemSpace</a> memSpace = AtomicMemSpace::GLOBAL) <span class="keyword">const override</span>;</div><div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;</div><div class="line"><a name="l00152"></a><span class="lineno">  152</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genSharedMemBarrier(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os) <span class="keyword">const override</span>;</div><div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160;</div><div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genPopulationRNGInit(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> std::string &amp;globalRNG, <span class="keyword">const</span> std::string &amp;seed, <span class="keyword">const</span> std::string &amp;sequence) <span class="keyword">const override</span>;</div><div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160;</div><div class="line"><a name="l00158"></a><span class="lineno">  158</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genPopulationRNGPreamble(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html">Substitutions</a> &amp;subs, <span class="keyword">const</span> std::string &amp;globalRNG, <span class="keyword">const</span> std::string &amp;name = <span class="stringliteral">&quot;rng&quot;</span>) <span class="keyword">const override</span>;</div><div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;</div><div class="line"><a name="l00161"></a><span class="lineno">  161</span>&#160;</div><div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genPopulationRNGPostamble(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> std::string &amp;globalRNG) <span class="keyword">const override</span>;</div><div class="line"><a name="l00163"></a><span class="lineno">  163</span>&#160;</div><div class="line"><a name="l00165"></a><span class="lineno">  165</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genGlobalRNGSkipAhead(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html">Substitutions</a> &amp;subs, <span class="keyword">const</span> std::string &amp;sequence, <span class="keyword">const</span> std::string &amp;name = <span class="stringliteral">&quot;rng&quot;</span>) <span class="keyword">const override</span>;</div><div class="line"><a name="l00166"></a><span class="lineno">  166</span>&#160;</div><div class="line"><a name="l00167"></a><span class="lineno">  167</span>&#160;    <span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;    <span class="comment">// CodeGenerator::BackendBase virtuals</span></div><div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;    <span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genNeuronUpdate(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../de/d52/classCodeGenerator_1_1ModelSpecMerged.html">ModelSpecMerged</a> &amp;modelMerged, </div><div class="line"><a name="l00171"></a><span class="lineno">  171</span>&#160;                                 <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html#a1ec13cdda649e931462efe7c26d2e549">HostHandler</a> preambleHandler, <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html#a1ec13cdda649e931462efe7c26d2e549">HostHandler</a> pushEGPHandler) <span class="keyword">const override</span>;</div><div class="line"><a name="l00172"></a><span class="lineno">  172</span>&#160;</div><div class="line"><a name="l00173"></a><span class="lineno">  173</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genSynapseUpdate(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../de/d52/classCodeGenerator_1_1ModelSpecMerged.html">ModelSpecMerged</a> &amp;modelMerged, </div><div class="line"><a name="l00174"></a><span class="lineno">  174</span>&#160;                                  <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html#a1ec13cdda649e931462efe7c26d2e549">HostHandler</a> preambleHandler, <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html#a1ec13cdda649e931462efe7c26d2e549">HostHandler</a> pushEGPHandler) <span class="keyword">const override</span>;</div><div class="line"><a name="l00175"></a><span class="lineno">  175</span>&#160;</div><div class="line"><a name="l00176"></a><span class="lineno">  176</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genCustomUpdate(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../de/d52/classCodeGenerator_1_1ModelSpecMerged.html">ModelSpecMerged</a> &amp;modelMerged, </div><div class="line"><a name="l00177"></a><span class="lineno">  177</span>&#160;                                 <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html#a1ec13cdda649e931462efe7c26d2e549">HostHandler</a> preambleHandler, <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html#a1ec13cdda649e931462efe7c26d2e549">HostHandler</a> pushEGPHandler) <span class="keyword">const override</span>;</div><div class="line"><a name="l00178"></a><span class="lineno">  178</span>&#160;</div><div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genInit(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../de/d52/classCodeGenerator_1_1ModelSpecMerged.html">ModelSpecMerged</a> &amp;modelMerged, </div><div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;                         <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html#a1ec13cdda649e931462efe7c26d2e549">HostHandler</a> preambleHandler, <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html#a1ec13cdda649e931462efe7c26d2e549">HostHandler</a> initPushEGPHandler, <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html#a1ec13cdda649e931462efe7c26d2e549">HostHandler</a> initSparsePushEGPHandler) <span class="keyword">const override</span>;</div><div class="line"><a name="l00181"></a><span class="lineno">  181</span>&#160;</div><div class="line"><a name="l00182"></a><span class="lineno">  182</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genDefinitionsPreamble(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../de/d52/classCodeGenerator_1_1ModelSpecMerged.html">ModelSpecMerged</a> &amp;modelMerged) <span class="keyword">const override</span>;</div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genDefinitionsInternalPreamble(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../de/d52/classCodeGenerator_1_1ModelSpecMerged.html">ModelSpecMerged</a> &amp;modelMerged) <span class="keyword">const override</span>;</div><div class="line"><a name="l00184"></a><span class="lineno">  184</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genRunnerPreamble(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../de/d52/classCodeGenerator_1_1ModelSpecMerged.html">ModelSpecMerged</a> &amp;modelMerged, <span class="keyword">const</span> <a class="code" href="../../d2/d06/classCodeGenerator_1_1MemAlloc.html">MemAlloc</a> &amp;memAlloc) <span class="keyword">const override</span>;</div><div class="line"><a name="l00185"></a><span class="lineno">  185</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genAllocateMemPreamble(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../de/d52/classCodeGenerator_1_1ModelSpecMerged.html">ModelSpecMerged</a> &amp;modelMerged, <span class="keyword">const</span> <a class="code" href="../../d2/d06/classCodeGenerator_1_1MemAlloc.html">MemAlloc</a> &amp;memAlloc) <span class="keyword">const override</span>;</div><div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genFreeMemPreamble(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../de/d52/classCodeGenerator_1_1ModelSpecMerged.html">ModelSpecMerged</a> &amp;modelMerged) <span class="keyword">const override</span>;</div><div class="line"><a name="l00187"></a><span class="lineno">  187</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genStepTimeFinalisePreamble(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../de/d52/classCodeGenerator_1_1ModelSpecMerged.html">ModelSpecMerged</a> &amp;modelMerged) <span class="keyword">const override</span>;</div><div class="line"><a name="l00188"></a><span class="lineno">  188</span>&#160;</div><div class="line"><a name="l00189"></a><span class="lineno">  189</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genVariableDefinition(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;definitions, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;definitionsInternal, <span class="keyword">const</span> std::string &amp;type, <span class="keyword">const</span> std::string &amp;name, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc) <span class="keyword">const override</span>;</div><div class="line"><a name="l00190"></a><span class="lineno">  190</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genVariableImplementation(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> std::string &amp;type, <span class="keyword">const</span> std::string &amp;name, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc) <span class="keyword">const override</span>;</div><div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genVariableAllocation(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> std::string &amp;type, <span class="keyword">const</span> std::string &amp;name, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc, <span class="keywordtype">size_t</span> count, <a class="code" href="../../d2/d06/classCodeGenerator_1_1MemAlloc.html">MemAlloc</a> &amp;memAlloc) <span class="keyword">const override</span>;</div><div class="line"><a name="l00192"></a><span class="lineno">  192</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genVariableFree(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> std::string &amp;name, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc) <span class="keyword">const override</span>;</div><div class="line"><a name="l00193"></a><span class="lineno">  193</span>&#160;</div><div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genExtraGlobalParamDefinition(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;definitions, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;definitionsInternal, <span class="keyword">const</span> std::string &amp;type, <span class="keyword">const</span> std::string &amp;name, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc) <span class="keyword">const override</span>;</div><div class="line"><a name="l00195"></a><span class="lineno">  195</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genExtraGlobalParamImplementation(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> std::string &amp;type, <span class="keyword">const</span> std::string &amp;name, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc) <span class="keyword">const override</span>;</div><div class="line"><a name="l00196"></a><span class="lineno">  196</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genExtraGlobalParamAllocation(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> std::string &amp;type, <span class="keyword">const</span> std::string &amp;name, </div><div class="line"><a name="l00197"></a><span class="lineno">  197</span>&#160;                                               <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc, <span class="keyword">const</span> std::string &amp;countVarName = <span class="stringliteral">&quot;count&quot;</span>, <span class="keyword">const</span> std::string &amp;prefix = <span class="stringliteral">&quot;&quot;</span>) <span class="keyword">const override</span>;</div><div class="line"><a name="l00198"></a><span class="lineno">  198</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genExtraGlobalParamPush(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> std::string &amp;type, <span class="keyword">const</span> std::string &amp;name, </div><div class="line"><a name="l00199"></a><span class="lineno">  199</span>&#160;                                         <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc, <span class="keyword">const</span> std::string &amp;countVarName = <span class="stringliteral">&quot;count&quot;</span>, <span class="keyword">const</span> std::string &amp;prefix = <span class="stringliteral">&quot;&quot;</span>) <span class="keyword">const override</span>;</div><div class="line"><a name="l00200"></a><span class="lineno">  200</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genExtraGlobalParamPull(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> std::string &amp;type, <span class="keyword">const</span> std::string &amp;name, </div><div class="line"><a name="l00201"></a><span class="lineno">  201</span>&#160;                                         <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc, <span class="keyword">const</span> std::string &amp;countVarName = <span class="stringliteral">&quot;count&quot;</span>, <span class="keyword">const</span> std::string &amp;prefix = <span class="stringliteral">&quot;&quot;</span>) <span class="keyword">const override</span>;</div><div class="line"><a name="l00202"></a><span class="lineno">  202</span>&#160;</div><div class="line"><a name="l00204"></a><span class="lineno">  204</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genMergedExtraGlobalParamPush(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> std::string &amp;suffix, <span class="keywordtype">size_t</span> mergedGroupIdx, </div><div class="line"><a name="l00205"></a><span class="lineno">  205</span>&#160;                                               <span class="keyword">const</span> std::string &amp;groupIdx, <span class="keyword">const</span> std::string &amp;fieldName,</div><div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;                                               <span class="keyword">const</span> std::string &amp;egpName) <span class="keyword">const override</span>;</div><div class="line"><a name="l00207"></a><span class="lineno">  207</span>&#160;</div><div class="line"><a name="l00209"></a><span class="lineno">  209</span>&#160;    <span class="keyword">virtual</span> std::string getMergedGroupFieldHostType(<span class="keyword">const</span> std::string &amp;type) <span class="keyword">const override</span>;</div><div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;</div><div class="line"><a name="l00212"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a7eee1a781c23929a3fc23abc814cce21">  212</a></span>&#160;    <span class="keyword">virtual</span> std::string <a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a7eee1a781c23929a3fc23abc814cce21">getMergedGroupSimRNGType</a>()<span class="keyword"> const override </span>{ <span class="keywordflow">return</span> <span class="stringliteral">&quot;curandState&quot;</span>; }</div><div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;</div><div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genVariablePush(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> std::string &amp;type, <span class="keyword">const</span> std::string &amp;name, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc, <span class="keywordtype">bool</span> autoInitialized, <span class="keywordtype">size_t</span> count) <span class="keyword">const override</span>;</div><div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genVariablePull(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> std::string &amp;type, <span class="keyword">const</span> std::string &amp;name, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc, <span class="keywordtype">size_t</span> count) <span class="keyword">const override</span>;</div><div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;</div><div class="line"><a name="l00217"></a><span class="lineno">  217</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genCurrentVariablePush(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../dc/da3/classNeuronGroupInternal.html">NeuronGroupInternal</a> &amp;ng, <span class="keyword">const</span> std::string &amp;type, </div><div class="line"><a name="l00218"></a><span class="lineno">  218</span>&#160;                                        <span class="keyword">const</span> std::string &amp;name, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> batchSize) <span class="keyword">const override</span>;</div><div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genCurrentVariablePull(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../dc/da3/classNeuronGroupInternal.html">NeuronGroupInternal</a> &amp;ng, <span class="keyword">const</span> std::string &amp;type, </div><div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;                                        <span class="keyword">const</span> std::string &amp;name, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> batchSize) <span class="keyword">const override</span>;</div><div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;</div><div class="line"><a name="l00222"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a5f5fbe40623b0cd8c1a7a661e00b89bc">  222</a></span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a5f5fbe40623b0cd8c1a7a661e00b89bc">genCurrentTrueSpikePush</a>(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../dc/da3/classNeuronGroupInternal.html">NeuronGroupInternal</a> &amp;ng, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> batchSize)<span class="keyword"> const override</span></div><div class="line"><a name="l00223"></a><span class="lineno">  223</span>&#160;<span class="keyword">    </span>{</div><div class="line"><a name="l00224"></a><span class="lineno">  224</span>&#160;        genCurrentSpikePush(os, ng, batchSize, <span class="keyword">false</span>);</div><div class="line"><a name="l00225"></a><span class="lineno">  225</span>&#160;    }</div><div class="line"><a name="l00226"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a4f4b7d2decb21463920d703aed0ae970">  226</a></span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a4f4b7d2decb21463920d703aed0ae970">genCurrentTrueSpikePull</a>(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../dc/da3/classNeuronGroupInternal.html">NeuronGroupInternal</a> &amp;ng, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> batchSize)<span class="keyword"> const override</span></div><div class="line"><a name="l00227"></a><span class="lineno">  227</span>&#160;<span class="keyword">    </span>{</div><div class="line"><a name="l00228"></a><span class="lineno">  228</span>&#160;        genCurrentSpikePull(os, ng, batchSize, <span class="keyword">false</span>);</div><div class="line"><a name="l00229"></a><span class="lineno">  229</span>&#160;    }</div><div class="line"><a name="l00230"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a15986608207424d3cdf760268d103c06">  230</a></span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a15986608207424d3cdf760268d103c06">genCurrentSpikeLikeEventPush</a>(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../dc/da3/classNeuronGroupInternal.html">NeuronGroupInternal</a> &amp;ng, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> batchSize)<span class="keyword"> const override</span></div><div class="line"><a name="l00231"></a><span class="lineno">  231</span>&#160;<span class="keyword">    </span>{</div><div class="line"><a name="l00232"></a><span class="lineno">  232</span>&#160;        genCurrentSpikePush(os, ng, batchSize, <span class="keyword">true</span>);</div><div class="line"><a name="l00233"></a><span class="lineno">  233</span>&#160;    }</div><div class="line"><a name="l00234"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a3af0e966bce0cf57074d4ad7eb14b655">  234</a></span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a3af0e966bce0cf57074d4ad7eb14b655">genCurrentSpikeLikeEventPull</a>(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../dc/da3/classNeuronGroupInternal.html">NeuronGroupInternal</a> &amp;ng, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> batchSize)<span class="keyword"> const override</span></div><div class="line"><a name="l00235"></a><span class="lineno">  235</span>&#160;<span class="keyword">    </span>{</div><div class="line"><a name="l00236"></a><span class="lineno">  236</span>&#160;        genCurrentSpikePull(os, ng, batchSize, <span class="keyword">true</span>);</div><div class="line"><a name="l00237"></a><span class="lineno">  237</span>&#160;    }</div><div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160;    </div><div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genGlobalDeviceRNG(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;definitions, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;definitionsInternal, </div><div class="line"><a name="l00240"></a><span class="lineno">  240</span>&#160;                                    <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;runner, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;allocations, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;free, </div><div class="line"><a name="l00241"></a><span class="lineno">  241</span>&#160;                                    <a class="code" href="../../d2/d06/classCodeGenerator_1_1MemAlloc.html">MemAlloc</a> &amp;memAlloc) <span class="keyword">const override</span>;</div><div class="line"><a name="l00242"></a><span class="lineno">  242</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genPopulationRNG(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;definitions, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;definitionsInternal, </div><div class="line"><a name="l00243"></a><span class="lineno">  243</span>&#160;                                  <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;runner, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;allocations, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;free, </div><div class="line"><a name="l00244"></a><span class="lineno">  244</span>&#160;                                  <span class="keyword">const</span> std::string &amp;name, <span class="keywordtype">size_t</span> count, <a class="code" href="../../d2/d06/classCodeGenerator_1_1MemAlloc.html">MemAlloc</a> &amp;memAlloc) <span class="keyword">const override</span>;</div><div class="line"><a name="l00245"></a><span class="lineno">  245</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genTimer(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;definitions, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;definitionsInternal, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;runner,</div><div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;                          <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;allocations, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;free, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;stepTimeFinalise,</div><div class="line"><a name="l00247"></a><span class="lineno">  247</span>&#160;                          <span class="keyword">const</span> std::string &amp;name, <span class="keywordtype">bool</span> updateInStepTime) <span class="keyword">const override</span>;</div><div class="line"><a name="l00248"></a><span class="lineno">  248</span>&#160;</div><div class="line"><a name="l00250"></a><span class="lineno">  250</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genReturnFreeDeviceMemoryBytes(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os) <span class="keyword">const override</span>;</div><div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;</div><div class="line"><a name="l00252"></a><span class="lineno">  252</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genMakefilePreamble(std::ostream &amp;os) <span class="keyword">const override</span>;</div><div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genMakefileLinkRule(std::ostream &amp;os) <span class="keyword">const override</span>;</div><div class="line"><a name="l00254"></a><span class="lineno">  254</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genMakefileCompileRule(std::ostream &amp;os) <span class="keyword">const override</span>;</div><div class="line"><a name="l00255"></a><span class="lineno">  255</span>&#160;</div><div class="line"><a name="l00256"></a><span class="lineno">  256</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genMSBuildConfigProperties(std::ostream &amp;os) <span class="keyword">const override</span>;</div><div class="line"><a name="l00257"></a><span class="lineno">  257</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genMSBuildImportProps(std::ostream &amp;os) <span class="keyword">const override</span>;</div><div class="line"><a name="l00258"></a><span class="lineno">  258</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genMSBuildItemDefinitions(std::ostream &amp;os) <span class="keyword">const override</span>;</div><div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genMSBuildCompileModule(<span class="keyword">const</span> std::string &amp;moduleName, std::ostream &amp;os) <span class="keyword">const override</span>;</div><div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genMSBuildImportTarget(std::ostream &amp;os) <span class="keyword">const override</span>;</div><div class="line"><a name="l00261"></a><span class="lineno">  261</span>&#160;</div><div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;    <span class="keyword">virtual</span> std::string getAllocateMemParams(<span class="keyword">const</span> <a class="code" href="../../de/d52/classCodeGenerator_1_1ModelSpecMerged.html">ModelSpecMerged</a> &amp;) <span class="keyword">const override</span>;</div><div class="line"><a name="l00264"></a><span class="lineno">  264</span>&#160;</div><div class="line"><a name="l00266"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a3be10625dc21e68b073d419bd3a4b02e">  266</a></span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">bool</span> <a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a3be10625dc21e68b073d419bd3a4b02e">isPopulationRNGInitialisedOnDevice</a>()<span class="keyword"> const override </span>{ <span class="keywordflow">return</span> <span class="keyword">true</span>; }</div><div class="line"><a name="l00267"></a><span class="lineno">  267</span>&#160;</div><div class="line"><a name="l00269"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#aa59d40638566adf41d4f7633a3914985">  269</a></span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">bool</span> <a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#aa59d40638566adf41d4f7633a3914985">isHostReductionRequired</a>()<span class="keyword"> const override </span>{ <span class="keywordflow">return</span> getPreferences&lt;Preferences&gt;().enableNCCLReductions; }</div><div class="line"><a name="l00270"></a><span class="lineno">  270</span>&#160;</div><div class="line"><a name="l00272"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#ae5788df928832109eb10606611e45066">  272</a></span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">size_t</span> <a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#ae5788df928832109eb10606611e45066">getDeviceMemoryBytes</a>()<span class="keyword"> const override</span>{ <span class="keywordflow">return</span> m_ChosenDevice.totalGlobalMem; }</div><div class="line"><a name="l00273"></a><span class="lineno">  273</span>&#160;</div><div class="line"><a name="l00277"></a><span class="lineno">  277</span>&#160;    <span class="keyword">virtual</span> <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html#a1bbf7fdd326351be7af8f575d116a8ab">MemorySpaces</a> getMergedGroupMemorySpaces(<span class="keyword">const</span> <a class="code" href="../../de/d52/classCodeGenerator_1_1ModelSpecMerged.html">ModelSpecMerged</a> &amp;modelMerged) <span class="keyword">const override</span>;</div><div class="line"><a name="l00278"></a><span class="lineno">  278</span>&#160;</div><div class="line"><a name="l00279"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a479dbb7a30b1c8c18c55b7bff522e3fb">  279</a></span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">bool</span> <a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a479dbb7a30b1c8c18c55b7bff522e3fb">supportsNamespace</a>()<span class="keyword"> const override </span>{ <span class="keywordflow">return</span> <span class="keyword">true</span>; };</div><div class="line"><a name="l00280"></a><span class="lineno">  280</span>&#160;</div><div class="line"><a name="l00282"></a><span class="lineno">  282</span>&#160;    <span class="keyword">virtual</span> boost::uuids::detail::sha1::digest_type getHashDigest() <span class="keyword">const override</span>;</div><div class="line"><a name="l00283"></a><span class="lineno">  283</span>&#160;</div><div class="line"><a name="l00284"></a><span class="lineno">  284</span>&#160;    <span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00285"></a><span class="lineno">  285</span>&#160;    <span class="comment">// Public API</span></div><div class="line"><a name="l00286"></a><span class="lineno">  286</span>&#160;    <span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00287"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a3d746532d480e6e5b99b524df0928005">  287</a></span>&#160;    <span class="keyword">const</span> cudaDeviceProp &amp;<a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a3d746532d480e6e5b99b524df0928005">getChosenCUDADevice</a>()<span class="keyword"> const</span>{ <span class="keywordflow">return</span> m_ChosenDevice; }</div><div class="line"><a name="l00288"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#abea0d22644b3f60389249e8c9fe9e615">  288</a></span>&#160;    <span class="keywordtype">int</span> <a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#abea0d22644b3f60389249e8c9fe9e615">getChosenDeviceID</a>()<span class="keyword"> const</span>{ <span class="keywordflow">return</span> m_ChosenDeviceID; }</div><div class="line"><a name="l00289"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#ae997cc1a24e965c90132162297e190ab">  289</a></span>&#160;    <span class="keywordtype">int</span> <a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#ae997cc1a24e965c90132162297e190ab">getRuntimeVersion</a>()<span class="keyword"> const</span>{ <span class="keywordflow">return</span> m_RuntimeVersion; }</div><div class="line"><a name="l00290"></a><span class="lineno">  290</span>&#160;    std::string getNVCCFlags() <span class="keyword">const</span>;</div><div class="line"><a name="l00291"></a><span class="lineno">  291</span>&#160;</div><div class="line"><a name="l00292"></a><span class="lineno">  292</span>&#160;<span class="keyword">private</span>:</div><div class="line"><a name="l00293"></a><span class="lineno">  293</span>&#160;    <span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00294"></a><span class="lineno">  294</span>&#160;    <span class="comment">// Private methods</span></div><div class="line"><a name="l00295"></a><span class="lineno">  295</span>&#160;    <span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00296"></a><span class="lineno">  296</span>&#160;    <span class="keyword">template</span>&lt;<span class="keyword">typename</span> T&gt;</div><div class="line"><a name="l00297"></a><span class="lineno">  297</span>&#160;    <span class="keywordtype">void</span> genMergedStructArrayPush(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> std::vector&lt;T&gt; &amp;groups)<span class="keyword"> const</span></div><div class="line"><a name="l00298"></a><span class="lineno">  298</span>&#160;<span class="keyword">    </span>{</div><div class="line"><a name="l00299"></a><span class="lineno">  299</span>&#160;        <span class="comment">// Loop through groups</span></div><div class="line"><a name="l00300"></a><span class="lineno">  300</span>&#160;        <span class="keywordflow">for</span>(<span class="keyword">const</span> <span class="keyword">auto</span> &amp;g : groups) {</div><div class="line"><a name="l00301"></a><span class="lineno">  301</span>&#160;            <span class="comment">// Check that a memory space has been assigned</span></div><div class="line"><a name="l00302"></a><span class="lineno">  302</span>&#160;            assert(!g.getMemorySpace().empty());</div><div class="line"><a name="l00303"></a><span class="lineno">  303</span>&#160;</div><div class="line"><a name="l00304"></a><span class="lineno">  304</span>&#160;            <span class="comment">// Implement merged group array in previously assigned memory space</span></div><div class="line"><a name="l00305"></a><span class="lineno">  305</span>&#160;            os &lt;&lt; g.getMemorySpace() &lt;&lt; <span class="stringliteral">&quot; Merged&quot;</span> &lt;&lt; T::name &lt;&lt; <span class="stringliteral">&quot;Group&quot;</span> &lt;&lt; g.getIndex() &lt;&lt; <span class="stringliteral">&quot; d_merged&quot;</span> &lt;&lt; T::name &lt;&lt; <span class="stringliteral">&quot;Group&quot;</span> &lt;&lt; g.getIndex() &lt;&lt; <span class="stringliteral">&quot;[&quot;</span> &lt;&lt; g.getGroups().size() &lt;&lt; <span class="stringliteral">&quot;];&quot;</span> &lt;&lt; std::endl;</div><div class="line"><a name="l00306"></a><span class="lineno">  306</span>&#160;</div><div class="line"><a name="l00307"></a><span class="lineno">  307</span>&#160;            <span class="comment">// Write function to update</span></div><div class="line"><a name="l00308"></a><span class="lineno">  308</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;void pushMerged&quot;</span> &lt;&lt; T::name &lt;&lt; <span class="stringliteral">&quot;Group&quot;</span> &lt;&lt; g.getIndex() &lt;&lt; <span class="stringliteral">&quot;ToDevice(unsigned int idx, &quot;</span>;</div><div class="line"><a name="l00309"></a><span class="lineno">  309</span>&#160;            g.generateStructFieldArgumentDefinitions(os, *<span class="keyword">this</span>);</div><div class="line"><a name="l00310"></a><span class="lineno">  310</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;)&quot;</span>;</div><div class="line"><a name="l00311"></a><span class="lineno">  311</span>&#160;            {</div><div class="line"><a name="l00312"></a><span class="lineno">  312</span>&#160;                <a class="code" href="../../d4/d6e/classCodeGenerator_1_1CodeStream_1_1Scope.html">CodeStream::Scope</a> b(os);</div><div class="line"><a name="l00313"></a><span class="lineno">  313</span>&#160;</div><div class="line"><a name="l00314"></a><span class="lineno">  314</span>&#160;                <span class="comment">// Loop through sorted fields and build struct on the stack</span></div><div class="line"><a name="l00315"></a><span class="lineno">  315</span>&#160;                os &lt;&lt; <span class="stringliteral">&quot;Merged&quot;</span> &lt;&lt; T::name &lt;&lt; <span class="stringliteral">&quot;Group&quot;</span> &lt;&lt; g.getIndex() &lt;&lt; <span class="stringliteral">&quot; group = {&quot;</span>;</div><div class="line"><a name="l00316"></a><span class="lineno">  316</span>&#160;                <span class="keyword">const</span> <span class="keyword">auto</span> sortedFields = g.getSortedFields(*<span class="keyword">this</span>);</div><div class="line"><a name="l00317"></a><span class="lineno">  317</span>&#160;                <span class="keywordflow">for</span>(<span class="keyword">const</span> <span class="keyword">auto</span> &amp;f : sortedFields) {</div><div class="line"><a name="l00318"></a><span class="lineno">  318</span>&#160;                    os &lt;&lt; std::get&lt;1&gt;(f) &lt;&lt; <span class="stringliteral">&quot;, &quot;</span>;</div><div class="line"><a name="l00319"></a><span class="lineno">  319</span>&#160;                }</div><div class="line"><a name="l00320"></a><span class="lineno">  320</span>&#160;                os &lt;&lt; <span class="stringliteral">&quot;};&quot;</span> &lt;&lt; std::endl;</div><div class="line"><a name="l00321"></a><span class="lineno">  321</span>&#160;</div><div class="line"><a name="l00322"></a><span class="lineno">  322</span>&#160;                <span class="comment">// Push to device</span></div><div class="line"><a name="l00323"></a><span class="lineno">  323</span>&#160;                os &lt;&lt; <span class="stringliteral">&quot;CHECK_CUDA_ERRORS(cudaMemcpyToSymbolAsync(d_merged&quot;</span> &lt;&lt; T::name &lt;&lt; <span class="stringliteral">&quot;Group&quot;</span> &lt;&lt; g.getIndex() &lt;&lt; <span class="stringliteral">&quot;, &amp;group, &quot;</span>;</div><div class="line"><a name="l00324"></a><span class="lineno">  324</span>&#160;                os &lt;&lt; <span class="stringliteral">&quot;sizeof(Merged&quot;</span> &lt;&lt; T::name &lt;&lt; <span class="stringliteral">&quot;Group&quot;</span> &lt;&lt; g.getIndex() &lt;&lt; <span class="stringliteral">&quot;), idx * sizeof(Merged&quot;</span> &lt;&lt; T::name &lt;&lt; <span class="stringliteral">&quot;Group&quot;</span> &lt;&lt; g.getIndex() &lt;&lt; <span class="stringliteral">&quot;)));&quot;</span> &lt;&lt; std::endl;</div><div class="line"><a name="l00325"></a><span class="lineno">  325</span>&#160;            }</div><div class="line"><a name="l00326"></a><span class="lineno">  326</span>&#160;        }</div><div class="line"><a name="l00327"></a><span class="lineno">  327</span>&#160;    }</div><div class="line"><a name="l00328"></a><span class="lineno">  328</span>&#160;</div><div class="line"><a name="l00329"></a><span class="lineno">  329</span>&#160;</div><div class="line"><a name="l00331"></a><span class="lineno">  331</span>&#160;    <span class="keywordtype">size_t</span> getChosenDeviceSafeConstMemBytes()<span class="keyword"> const</span></div><div class="line"><a name="l00332"></a><span class="lineno">  332</span>&#160;<span class="keyword">    </span>{</div><div class="line"><a name="l00333"></a><span class="lineno">  333</span>&#160;        <span class="keywordflow">return</span> m_ChosenDevice.totalConstMem - getPreferences&lt;Preferences&gt;().constantCacheOverhead;</div><div class="line"><a name="l00334"></a><span class="lineno">  334</span>&#160;    }</div><div class="line"><a name="l00335"></a><span class="lineno">  335</span>&#160;</div><div class="line"><a name="l00336"></a><span class="lineno">  336</span>&#160;    <span class="keywordtype">void</span> genCurrentSpikePush(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../dc/da3/classNeuronGroupInternal.html">NeuronGroupInternal</a> &amp;ng, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> batchSize, <span class="keywordtype">bool</span> spikeEvent) <span class="keyword">const</span>;</div><div class="line"><a name="l00337"></a><span class="lineno">  337</span>&#160;    <span class="keywordtype">void</span> genCurrentSpikePull(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../dc/da3/classNeuronGroupInternal.html">NeuronGroupInternal</a> &amp;ng, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> batchSize, <span class="keywordtype">bool</span> spikeEvent) <span class="keyword">const</span>;</div><div class="line"><a name="l00338"></a><span class="lineno">  338</span>&#160;</div><div class="line"><a name="l00339"></a><span class="lineno">  339</span>&#160;    <span class="keywordtype">void</span> genKernelDimensions(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a6a85c4f8d1089575cef8bef2e27d6e61">Kernel</a> kernel, <span class="keywordtype">size_t</span> numThreadsX, <span class="keywordtype">size_t</span> batchSize, <span class="keywordtype">size_t</span> numBlockThreadsY = 1) <span class="keyword">const</span>;</div><div class="line"><a name="l00340"></a><span class="lineno">  340</span>&#160;</div><div class="line"><a name="l00341"></a><span class="lineno">  341</span>&#160;    <span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00342"></a><span class="lineno">  342</span>&#160;    <span class="comment">// Members</span></div><div class="line"><a name="l00343"></a><span class="lineno">  343</span>&#160;    <span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00344"></a><span class="lineno">  344</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">int</span> m_ChosenDeviceID;</div><div class="line"><a name="l00345"></a><span class="lineno">  345</span>&#160;    cudaDeviceProp m_ChosenDevice;</div><div class="line"><a name="l00346"></a><span class="lineno">  346</span>&#160;    <span class="keywordtype">int</span> m_RuntimeVersion;</div><div class="line"><a name="l00347"></a><span class="lineno">  347</span>&#160;};</div><div class="line"><a name="l00348"></a><span class="lineno">  348</span>&#160;}   <span class="comment">// CUDA</span></div><div class="line"><a name="l00349"></a><span class="lineno">  349</span>&#160;}   <span class="comment">// CodeGenerator</span></div><div class="ttc" id="classNeuronGroupInternal_html"><div class="ttname"><a href="../../dc/da3/classNeuronGroupInternal.html">NeuronGroupInternal</a></div><div class="ttdef"><b>Definition:</b> neuronGroupInternal.h:9</div></div>
+<a href="../../d4/d0e/cuda_2backend_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;</div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment">// Standard C++ includes</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="preprocessor">#include &lt;algorithm&gt;</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="preprocessor">#include &lt;array&gt;</span></div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="preprocessor">#include &lt;functional&gt;</span></div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="preprocessor">#include &lt;map&gt;</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="preprocessor">#include &lt;numeric&gt;</span></div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="preprocessor">#include &lt;string&gt;</span></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;</div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="comment">// Standard C includes</span></div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;<span class="preprocessor">#include &lt;cassert&gt;</span></div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;</div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="comment">// CUDA includes</span></div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="preprocessor">#include &lt;cuda.h&gt;</span></div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;<span class="preprocessor">#include &lt;cuda_runtime.h&gt;</span></div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;</div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="comment">// GeNN includes</span></div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d5/d83/backendExport_8h.html">backendExport.h</a>&quot;</span></div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;</div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;<span class="comment">// GeNN code generator includes</span></div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d6/db4/backendSIMT_8h.html">code_generator/backendSIMT.h</a>&quot;</span></div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d0/dbb/codeStream_8h.html">code_generator/codeStream.h</a>&quot;</span></div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d9/d7a/substitutions_8h.html">code_generator/substitutions.h</a>&quot;</span></div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;</div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;<span class="comment">// Forward declarations</span></div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;<span class="keyword">namespace </span><a class="code" href="../../d1/d94/namespacefilesystem.html">filesystem</a></div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;{</div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;    <span class="keyword">class </span>path;</div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;}</div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;</div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;<span class="comment">// CodeGenerator::CUDA::DeviceSelectMethod</span></div><div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;<span class="keyword">namespace </span><a class="code" href="../../d0/d02/namespaceCodeGenerator.html">CodeGenerator</a></div><div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;{</div><div class="line"><a name="l00037"></a><span class="lineno"><a class="line" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html">   37</a></span>&#160;<span class="keyword">namespace </span>CUDA</div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;{</div><div class="line"><a name="l00040"></a><span class="lineno"><a class="line" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a05cdf29b66af2e1899cbb1d9c702f9d0">   40</a></span>&#160;<span class="keyword">enum class</span> <a class="code" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a05cdf29b66af2e1899cbb1d9c702f9d0">DeviceSelect</a></div><div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;{</div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;    <a class="code" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a05cdf29b66af2e1899cbb1d9c702f9d0af00c8dbdd6e1f11bdae06be94277d293">OPTIMAL</a>,        </div><div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160;    <a class="code" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a05cdf29b66af2e1899cbb1d9c702f9d0a7091742b1aa4b0be2bcb9750a1f4b0b9">MOST_MEMORY</a>,    </div><div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;    <a class="code" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a05cdf29b66af2e1899cbb1d9c702f9d0aa60a6a471c0681e5a49c4f5d00f6bc5a">MANUAL</a>,         </div><div class="line"><a name="l00045"></a><span class="lineno">   45</span>&#160;    <a class="code" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a05cdf29b66af2e1899cbb1d9c702f9d0a838986270698f1a1afaf0721b7f0d4bf">MANUAL_RUNTIME</a>, </div><div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;};</div><div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;</div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;<span class="comment">// CodeGenerator::CUDA::BlockSizeSelect</span></div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00052"></a><span class="lineno"><a class="line" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a54abdd5e5351c160ba420cd758edb7ab">   52</a></span>&#160;<span class="comment"></span><span class="keyword">enum class</span> <a class="code" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a54abdd5e5351c160ba420cd758edb7ab">BlockSizeSelect</a></div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;{</div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;    <a class="code" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a54abdd5e5351c160ba420cd758edb7abad835e9b82eae5eafdd8c3cb305a7d7a5">OCCUPANCY</a>,  </div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;    <a class="code" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a05cdf29b66af2e1899cbb1d9c702f9d0aa60a6a471c0681e5a49c4f5d00f6bc5a">MANUAL</a>,     </div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;};</div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;</div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;<span class="comment">// CodeGenerator::CUDA::Preferences</span></div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00062"></a><span class="lineno"><a class="line" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html">   62</a></span>&#160;<span class="comment"></span><span class="keyword">struct </span><a class="code" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html">Preferences</a> : <span class="keyword">public</span> <a class="code" href="../../d1/d7a/structCodeGenerator_1_1PreferencesBase.html">PreferencesBase</a></div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;{</div><div class="line"><a name="l00064"></a><span class="lineno"><a class="line" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#a81d2f28e0431fcbb375e6c0c547a879d">   64</a></span>&#160;    <a class="code" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#a81d2f28e0431fcbb375e6c0c547a879d">Preferences</a>()</div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;    {</div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;        std::fill(manualBlockSizes.begin(), manualBlockSizes.end(), 32);</div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;    }</div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;</div><div class="line"><a name="l00070"></a><span class="lineno"><a class="line" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#ad8e937d78148dcd94e8174b3fba45e86">   70</a></span>&#160;    <span class="keywordtype">bool</span> showPtxInfo = <span class="keyword">false</span>;</div><div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;</div><div class="line"><a name="l00073"></a><span class="lineno"><a class="line" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#a28f276f8498add4713f59850c153e522">   73</a></span>&#160;    <span class="keywordtype">bool</span> generateLineInfo = <span class="keyword">false</span>;</div><div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;</div><div class="line"><a name="l00077"></a><span class="lineno"><a class="line" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#a05b34883f91558799021fc9b400f0938">   77</a></span>&#160;    <span class="keywordtype">bool</span> selectGPUByDeviceID = <span class="keyword">false</span>;</div><div class="line"><a name="l00078"></a><span class="lineno">   78</span>&#160;</div><div class="line"><a name="l00080"></a><span class="lineno"><a class="line" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#aa506dfb7972b553982cca137b641cca2">   80</a></span>&#160;    <span class="keywordtype">bool</span> enableNCCLReductions = <span class="keyword">false</span>;</div><div class="line"><a name="l00081"></a><span class="lineno">   81</span>&#160;    </div><div class="line"><a name="l00085"></a><span class="lineno"><a class="line" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#ab293678120fd5f7d042ff044897c47a3">   85</a></span>&#160;    <span class="keywordtype">bool</span> generateSimpleErrorHandling = <span class="keyword">false</span>;</div><div class="line"><a name="l00086"></a><span class="lineno">   86</span>&#160;    </div><div class="line"><a name="l00088"></a><span class="lineno"><a class="line" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#ab3f7e871cfa06d52cdff493f80a9289e">   88</a></span>&#160;    <a class="code" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a05cdf29b66af2e1899cbb1d9c702f9d0">DeviceSelect</a> deviceSelectMethod = DeviceSelect::OPTIMAL;</div><div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;</div><div class="line"><a name="l00091"></a><span class="lineno"><a class="line" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#a3b75fa868ca95ea3c644efcaaff3308d">   91</a></span>&#160;    <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> manualDeviceID = 0;</div><div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;</div><div class="line"><a name="l00094"></a><span class="lineno"><a class="line" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#ad9ddce1e46c8707bf1c30116f9a799be">   94</a></span>&#160;    <a class="code" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a54abdd5e5351c160ba420cd758edb7ab">BlockSizeSelect</a> blockSizeSelectMethod = BlockSizeSelect::OCCUPANCY;</div><div class="line"><a name="l00095"></a><span class="lineno">   95</span>&#160;</div><div class="line"><a name="l00097"></a><span class="lineno"><a class="line" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#a24e6c8b33837783988259baa53fd4dda">   97</a></span>&#160;    <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a8d84e884450f8a7a0b2e6195ba046b7e">KernelBlockSize</a> <a class="code" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#a24e6c8b33837783988259baa53fd4dda">manualBlockSizes</a>;</div><div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;</div><div class="line"><a name="l00100"></a><span class="lineno">  100</span>&#160;</div><div class="line"><a name="l00103"></a><span class="lineno"><a class="line" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#a4fec7ae3b7712a4d60d1cd3ff31c34c1">  103</a></span>&#160; 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       <span class="comment">// Superclass </span></div><div class="line"><a name="l00111"></a><span class="lineno">  111</span>&#160;        <a class="code" href="../../d4/d3d/namespaceUtils.html#ae55486e13e7ed81c88358cf9ce4cf014">PreferencesBase::updateHash</a>(hash);</div><div class="line"><a name="l00112"></a><span class="lineno">  112</span>&#160;</div><div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;        <span class="comment">// **NOTE** showPtxInfo, generateLineInfo and userNvccFlags only affect makefiles/msbuild </span></div><div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160;        <span class="comment">// **NOTE** block size optimization is also not relevant, the chosen block size is hashed in the backend</span></div><div class="line"><a name="l00115"></a><span class="lineno">  115</span>&#160;        <span class="comment">// **NOTE** while device selection is also not relevant as the chosen device is hashed in the backend, DeviceSelect::MANUAL_OVERRIDE is used in the backend</span></div><div class="line"><a name="l00116"></a><span class="lineno">  116</span>&#160;</div><div class="line"><a name="l00118"></a><span class="lineno">  118</span>&#160;        <a class="code" href="../../d4/d3d/namespaceUtils.html#ae55486e13e7ed81c88358cf9ce4cf014">Utils::updateHash</a>(selectGPUByDeviceID, hash);</div><div class="line"><a name="l00119"></a><span class="lineno">  119</span>&#160;        <a class="code" href="../../d4/d3d/namespaceUtils.html#ae55486e13e7ed81c88358cf9ce4cf014">Utils::updateHash</a>(deviceSelectMethod, hash);</div><div class="line"><a name="l00120"></a><span class="lineno">  120</span>&#160;        <a class="code" href="../../d4/d3d/namespaceUtils.html#ae55486e13e7ed81c88358cf9ce4cf014">Utils::updateHash</a>(constantCacheOverhead, hash);</div><div class="line"><a name="l00121"></a><span class="lineno">  121</span>&#160;        <a class="code" href="../../d4/d3d/namespaceUtils.html#ae55486e13e7ed81c88358cf9ce4cf014">Utils::updateHash</a>(enableNCCLReductions, hash);</div><div class="line"><a name="l00122"></a><span class="lineno">  122</span>&#160;        <a class="code" href="../../d4/d3d/namespaceUtils.html#ae55486e13e7ed81c88358cf9ce4cf014">Utils::updateHash</a>(generateSimpleErrorHandling, hash);</div><div class="line"><a name="l00123"></a><span class="lineno">  123</span>&#160;    }</div><div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;};</div><div class="line"><a name="l00125"></a><span class="lineno">  125</span>&#160;</div><div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;<span class="comment">// CodeGenerator::CUDA::Backend</span></div><div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00129"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html">  129</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../d5/d83/backendExport_8h.html#a4506f237d151a8f16371da48d158cd3e">BACKEND_EXPORT</a> <a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html">Backend</a> : <span class="keyword">public</span> <a class="code" href="../../d1/de3/classCodeGenerator_1_1BackendSIMT.html">BackendSIMT</a></div><div class="line"><a name="l00130"></a><span class="lineno">  130</span>&#160;{</div><div class="line"><a name="l00131"></a><span class="lineno">  131</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00132"></a><span class="lineno">  132</span>&#160; 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                                <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html#a1ec13cdda649e931462efe7c26d2e549">HostHandler</a> preambleHandler, <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html#a1ec13cdda649e931462efe7c26d2e549">HostHandler</a> pushEGPHandler) <span class="keyword">const override</span>;</div><div class="line"><a name="l00184"></a><span class="lineno">  184</span>&#160;</div><div class="line"><a name="l00185"></a><span class="lineno">  185</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genInit(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../de/d52/classCodeGenerator_1_1ModelSpecMerged.html">ModelSpecMerged</a> &amp;modelMerged, </div><div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;                         <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html#a1ec13cdda649e931462efe7c26d2e549">HostHandler</a> preambleHandler, <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html#a1ec13cdda649e931462efe7c26d2e549">HostHandler</a> initPushEGPHandler, <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html#a1ec13cdda649e931462efe7c26d2e549">HostHandler</a> initSparsePushEGPHandler) <span class="keyword">const override</span>;</div><div class="line"><a name="l00187"></a><span class="lineno">  187</span>&#160;</div><div class="line"><a name="l00188"></a><span class="lineno">  188</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genDefinitionsPreamble(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../de/d52/classCodeGenerator_1_1ModelSpecMerged.html">ModelSpecMerged</a> &amp;modelMerged) <span class="keyword">const override</span>;</div><div class="line"><a name="l00189"></a><span class="lineno">  189</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genDefinitionsInternalPreamble(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../de/d52/classCodeGenerator_1_1ModelSpecMerged.html">ModelSpecMerged</a> &amp;modelMerged) <span class="keyword">const override</span>;</div><div class="line"><a name="l00190"></a><span class="lineno">  190</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genRunnerPreamble(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../de/d52/classCodeGenerator_1_1ModelSpecMerged.html">ModelSpecMerged</a> &amp;modelMerged, <span class="keyword">const</span> <a class="code" href="../../d2/d06/classCodeGenerator_1_1MemAlloc.html">MemAlloc</a> &amp;memAlloc) <span class="keyword">const override</span>;</div><div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160; 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   <span class="keyword">virtual</span> <span class="keywordtype">void</span> genStepTimeFinalisePreamble(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../de/d52/classCodeGenerator_1_1ModelSpecMerged.html">ModelSpecMerged</a> &amp;modelMerged) <span class="keyword">const override</span>;</div><div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;</div><div class="line"><a name="l00195"></a><span class="lineno">  195</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genVariableDefinition(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;definitions, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;definitionsInternal, <span class="keyword">const</span> std::string &amp;type, <span class="keyword">const</span> std::string &amp;name, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc) <span class="keyword">const override</span>;</div><div class="line"><a name="l00196"></a><span class="lineno">  196</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genVariableImplementation(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> std::string &amp;type, <span class="keyword">const</span> std::string &amp;name, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc) <span class="keyword">const override</span>;</div><div class="line"><a name="l00197"></a><span class="lineno">  197</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genVariableAllocation(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> std::string &amp;type, <span class="keyword">const</span> std::string &amp;name, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc, <span class="keywordtype">size_t</span> count, <a class="code" href="../../d2/d06/classCodeGenerator_1_1MemAlloc.html">MemAlloc</a> &amp;memAlloc) <span class="keyword">const override</span>;</div><div class="line"><a name="l00198"></a><span class="lineno">  198</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genVariableFree(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> std::string &amp;name, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc) <span class="keyword">const override</span>;</div><div class="line"><a name="l00199"></a><span class="lineno">  199</span>&#160;</div><div class="line"><a name="l00200"></a><span class="lineno">  200</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genExtraGlobalParamDefinition(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;definitions, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;definitionsInternal, <span class="keyword">const</span> std::string &amp;type, <span class="keyword">const</span> std::string &amp;name, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc) <span class="keyword">const override</span>;</div><div class="line"><a name="l00201"></a><span class="lineno">  201</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genExtraGlobalParamImplementation(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> std::string &amp;type, <span class="keyword">const</span> std::string &amp;name, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc) <span class="keyword">const override</span>;</div><div class="line"><a name="l00202"></a><span class="lineno">  202</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genExtraGlobalParamAllocation(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> std::string &amp;type, <span class="keyword">const</span> std::string &amp;name, </div><div class="line"><a name="l00203"></a><span class="lineno">  203</span>&#160;                                               <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc, <span class="keyword">const</span> std::string &amp;countVarName = <span class="stringliteral">&quot;count&quot;</span>, <span class="keyword">const</span> std::string &amp;prefix = <span class="stringliteral">&quot;&quot;</span>) <span class="keyword">const override</span>;</div><div class="line"><a name="l00204"></a><span class="lineno">  204</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genExtraGlobalParamPush(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> std::string &amp;type, <span class="keyword">const</span> std::string &amp;name, </div><div class="line"><a name="l00205"></a><span class="lineno">  205</span>&#160;                                         <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc, <span class="keyword">const</span> std::string &amp;countVarName = <span class="stringliteral">&quot;count&quot;</span>, <span class="keyword">const</span> std::string &amp;prefix = <span class="stringliteral">&quot;&quot;</span>) <span class="keyword">const override</span>;</div><div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genExtraGlobalParamPull(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> std::string &amp;type, <span class="keyword">const</span> std::string &amp;name, </div><div class="line"><a name="l00207"></a><span class="lineno">  207</span>&#160;                                         <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc, <span class="keyword">const</span> std::string &amp;countVarName = <span class="stringliteral">&quot;count&quot;</span>, <span class="keyword">const</span> std::string &amp;prefix = <span class="stringliteral">&quot;&quot;</span>) <span class="keyword">const override</span>;</div><div class="line"><a name="l00208"></a><span class="lineno">  208</span>&#160;</div><div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genMergedExtraGlobalParamPush(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> std::string &amp;suffix, <span class="keywordtype">size_t</span> mergedGroupIdx, </div><div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160;                                               <span class="keyword">const</span> std::string &amp;groupIdx, <span class="keyword">const</span> std::string &amp;fieldName,</div><div class="line"><a name="l00212"></a><span class="lineno">  212</span>&#160;                                               <span class="keyword">const</span> std::string &amp;egpName) <span class="keyword">const override</span>;</div><div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;</div><div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;    <span class="keyword">virtual</span> std::string getMergedGroupFieldHostType(<span class="keyword">const</span> std::string &amp;type) <span class="keyword">const override</span>;</div><div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;</div><div class="line"><a name="l00218"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a7eee1a781c23929a3fc23abc814cce21">  218</a></span>&#160;    <span class="keyword">virtual</span> std::string <a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a7eee1a781c23929a3fc23abc814cce21">getMergedGroupSimRNGType</a>()<span class="keyword"> const override </span>{ <span class="keywordflow">return</span> <span class="stringliteral">&quot;curandState&quot;</span>; }</div><div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;</div><div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genVariablePush(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> std::string &amp;type, <span class="keyword">const</span> std::string &amp;name, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc, <span class="keywordtype">bool</span> autoInitialized, <span class="keywordtype">size_t</span> count) <span class="keyword">const override</span>;</div><div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genVariablePull(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> std::string &amp;type, <span class="keyword">const</span> std::string &amp;name, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc, <span class="keywordtype">size_t</span> count) <span class="keyword">const override</span>;</div><div class="line"><a name="l00222"></a><span class="lineno">  222</span>&#160;</div><div class="line"><a name="l00223"></a><span class="lineno">  223</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genCurrentVariablePush(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../dc/da3/classNeuronGroupInternal.html">NeuronGroupInternal</a> &amp;ng, <span class="keyword">const</span> std::string &amp;type, </div><div class="line"><a name="l00224"></a><span class="lineno">  224</span>&#160;                                        <span class="keyword">const</span> std::string &amp;name, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> batchSize) <span class="keyword">const override</span>;</div><div class="line"><a name="l00225"></a><span class="lineno">  225</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genCurrentVariablePull(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../dc/da3/classNeuronGroupInternal.html">NeuronGroupInternal</a> &amp;ng, <span class="keyword">const</span> std::string &amp;type, </div><div class="line"><a name="l00226"></a><span class="lineno">  226</span>&#160;                                        <span class="keyword">const</span> std::string &amp;name, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> batchSize) <span class="keyword">const override</span>;</div><div class="line"><a name="l00227"></a><span class="lineno">  227</span>&#160;</div><div class="line"><a name="l00228"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a5f5fbe40623b0cd8c1a7a661e00b89bc">  228</a></span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a5f5fbe40623b0cd8c1a7a661e00b89bc">genCurrentTrueSpikePush</a>(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../dc/da3/classNeuronGroupInternal.html">NeuronGroupInternal</a> &amp;ng, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> batchSize)<span class="keyword"> const override</span></div><div class="line"><a name="l00229"></a><span class="lineno">  229</span>&#160;<span class="keyword">    </span>{</div><div class="line"><a name="l00230"></a><span class="lineno">  230</span>&#160;        genCurrentSpikePush(os, ng, batchSize, <span class="keyword">false</span>);</div><div class="line"><a name="l00231"></a><span class="lineno">  231</span>&#160;    }</div><div class="line"><a name="l00232"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a4f4b7d2decb21463920d703aed0ae970">  232</a></span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a4f4b7d2decb21463920d703aed0ae970">genCurrentTrueSpikePull</a>(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../dc/da3/classNeuronGroupInternal.html">NeuronGroupInternal</a> &amp;ng, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> batchSize)<span class="keyword"> const override</span></div><div class="line"><a name="l00233"></a><span class="lineno">  233</span>&#160;<span class="keyword">    </span>{</div><div class="line"><a name="l00234"></a><span class="lineno">  234</span>&#160;        genCurrentSpikePull(os, ng, batchSize, <span class="keyword">false</span>);</div><div class="line"><a name="l00235"></a><span class="lineno">  235</span>&#160;    }</div><div class="line"><a name="l00236"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a15986608207424d3cdf760268d103c06">  236</a></span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a15986608207424d3cdf760268d103c06">genCurrentSpikeLikeEventPush</a>(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../dc/da3/classNeuronGroupInternal.html">NeuronGroupInternal</a> &amp;ng, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> batchSize)<span class="keyword"> const override</span></div><div class="line"><a name="l00237"></a><span class="lineno">  237</span>&#160;<span class="keyword">    </span>{</div><div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160;        genCurrentSpikePush(os, ng, batchSize, <span class="keyword">true</span>);</div><div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;    }</div><div class="line"><a name="l00240"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a3af0e966bce0cf57074d4ad7eb14b655">  240</a></span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a3af0e966bce0cf57074d4ad7eb14b655">genCurrentSpikeLikeEventPull</a>(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../dc/da3/classNeuronGroupInternal.html">NeuronGroupInternal</a> &amp;ng, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> batchSize)<span class="keyword"> const override</span></div><div class="line"><a name="l00241"></a><span class="lineno">  241</span>&#160;<span class="keyword">    </span>{</div><div class="line"><a name="l00242"></a><span class="lineno">  242</span>&#160;        genCurrentSpikePull(os, ng, batchSize, <span class="keyword">true</span>);</div><div class="line"><a name="l00243"></a><span class="lineno">  243</span>&#160;    }</div><div class="line"><a name="l00244"></a><span class="lineno">  244</span>&#160;    </div><div class="line"><a name="l00245"></a><span class="lineno">  245</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genGlobalDeviceRNG(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;definitions, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;definitionsInternal, </div><div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;                                    <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;runner, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;allocations, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;free, </div><div class="line"><a name="l00247"></a><span class="lineno">  247</span>&#160;                                    <a class="code" href="../../d2/d06/classCodeGenerator_1_1MemAlloc.html">MemAlloc</a> &amp;memAlloc) <span class="keyword">const override</span>;</div><div class="line"><a name="l00248"></a><span class="lineno">  248</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genPopulationRNG(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;definitions, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;definitionsInternal, </div><div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;                                  <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;runner, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;allocations, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;free, </div><div class="line"><a name="l00250"></a><span class="lineno">  250</span>&#160;                                  <span class="keyword">const</span> std::string &amp;name, <span class="keywordtype">size_t</span> count, <a class="code" href="../../d2/d06/classCodeGenerator_1_1MemAlloc.html">MemAlloc</a> &amp;memAlloc) <span class="keyword">const override</span>;</div><div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genTimer(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;definitions, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;definitionsInternal, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;runner,</div><div class="line"><a name="l00252"></a><span class="lineno">  252</span>&#160;                          <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;allocations, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;free, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;stepTimeFinalise,</div><div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;                          <span class="keyword">const</span> std::string &amp;name, <span class="keywordtype">bool</span> updateInStepTime) <span class="keyword">const override</span>;</div><div class="line"><a name="l00254"></a><span class="lineno">  254</span>&#160;</div><div class="line"><a name="l00256"></a><span class="lineno">  256</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genReturnFreeDeviceMemoryBytes(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os) <span class="keyword">const override</span>;</div><div class="line"><a name="l00257"></a><span class="lineno">  257</span>&#160;</div><div class="line"><a name="l00258"></a><span class="lineno">  258</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genMakefilePreamble(std::ostream &amp;os) <span class="keyword">const override</span>;</div><div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genMakefileLinkRule(std::ostream &amp;os) <span class="keyword">const override</span>;</div><div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genMakefileCompileRule(std::ostream &amp;os) <span class="keyword">const override</span>;</div><div class="line"><a name="l00261"></a><span class="lineno">  261</span>&#160;</div><div class="line"><a name="l00262"></a><span class="lineno">  262</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genMSBuildConfigProperties(std::ostream &amp;os) <span class="keyword">const override</span>;</div><div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genMSBuildImportProps(std::ostream &amp;os) <span class="keyword">const override</span>;</div><div class="line"><a name="l00264"></a><span class="lineno">  264</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genMSBuildItemDefinitions(std::ostream &amp;os) <span class="keyword">const override</span>;</div><div class="line"><a name="l00265"></a><span class="lineno">  265</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genMSBuildCompileModule(<span class="keyword">const</span> std::string &amp;moduleName, std::ostream &amp;os) <span class="keyword">const override</span>;</div><div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> genMSBuildImportTarget(std::ostream &amp;os) <span class="keyword">const override</span>;</div><div class="line"><a name="l00267"></a><span class="lineno">  267</span>&#160;</div><div class="line"><a name="l00269"></a><span class="lineno">  269</span>&#160;    <span class="keyword">virtual</span> std::string getAllocateMemParams(<span class="keyword">const</span> <a class="code" href="../../de/d52/classCodeGenerator_1_1ModelSpecMerged.html">ModelSpecMerged</a> &amp;) <span class="keyword">const override</span>;</div><div class="line"><a name="l00270"></a><span class="lineno">  270</span>&#160;</div><div class="line"><a name="l00272"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a3be10625dc21e68b073d419bd3a4b02e">  272</a></span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">bool</span> <a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a3be10625dc21e68b073d419bd3a4b02e">isPopulationRNGInitialisedOnDevice</a>()<span class="keyword"> const override </span>{ <span class="keywordflow">return</span> <span class="keyword">true</span>; }</div><div class="line"><a name="l00273"></a><span class="lineno">  273</span>&#160;</div><div class="line"><a name="l00275"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#aa59d40638566adf41d4f7633a3914985">  275</a></span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">bool</span> <a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#aa59d40638566adf41d4f7633a3914985">isHostReductionRequired</a>()<span class="keyword"> const override </span>{ <span class="keywordflow">return</span> getPreferences&lt;Preferences&gt;().enableNCCLReductions; }</div><div class="line"><a name="l00276"></a><span class="lineno">  276</span>&#160;</div><div class="line"><a name="l00278"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#ae5788df928832109eb10606611e45066">  278</a></span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">size_t</span> <a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#ae5788df928832109eb10606611e45066">getDeviceMemoryBytes</a>()<span class="keyword"> const override</span>{ <span class="keywordflow">return</span> m_ChosenDevice.totalGlobalMem; }</div><div class="line"><a name="l00279"></a><span class="lineno">  279</span>&#160;</div><div class="line"><a name="l00283"></a><span class="lineno">  283</span>&#160;    <span class="keyword">virtual</span> <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html#a1bbf7fdd326351be7af8f575d116a8ab">MemorySpaces</a> getMergedGroupMemorySpaces(<span class="keyword">const</span> <a class="code" href="../../de/d52/classCodeGenerator_1_1ModelSpecMerged.html">ModelSpecMerged</a> &amp;modelMerged) <span class="keyword">const override</span>;</div><div class="line"><a name="l00284"></a><span class="lineno">  284</span>&#160;</div><div class="line"><a name="l00285"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a479dbb7a30b1c8c18c55b7bff522e3fb">  285</a></span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">bool</span> <a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a479dbb7a30b1c8c18c55b7bff522e3fb">supportsNamespace</a>()<span class="keyword"> const override </span>{ <span class="keywordflow">return</span> <span class="keyword">true</span>; };</div><div class="line"><a name="l00286"></a><span class="lineno">  286</span>&#160;</div><div class="line"><a name="l00288"></a><span class="lineno">  288</span>&#160;    <span class="keyword">virtual</span> boost::uuids::detail::sha1::digest_type getHashDigest() <span class="keyword">const override</span>;</div><div class="line"><a name="l00289"></a><span class="lineno">  289</span>&#160;</div><div class="line"><a name="l00290"></a><span class="lineno">  290</span>&#160;    <span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00291"></a><span class="lineno">  291</span>&#160;    <span class="comment">// Public API</span></div><div class="line"><a name="l00292"></a><span class="lineno">  292</span>&#160;    <span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00293"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a3d746532d480e6e5b99b524df0928005">  293</a></span>&#160;    <span class="keyword">const</span> cudaDeviceProp &amp;<a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a3d746532d480e6e5b99b524df0928005">getChosenCUDADevice</a>()<span class="keyword"> const</span>{ <span class="keywordflow">return</span> m_ChosenDevice; }</div><div class="line"><a name="l00294"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#abea0d22644b3f60389249e8c9fe9e615">  294</a></span>&#160;    <span class="keywordtype">int</span> <a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#abea0d22644b3f60389249e8c9fe9e615">getChosenDeviceID</a>()<span class="keyword"> const</span>{ <span class="keywordflow">return</span> m_ChosenDeviceID; }</div><div class="line"><a name="l00295"></a><span class="lineno"><a class="line" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#ae997cc1a24e965c90132162297e190ab">  295</a></span>&#160;    <span class="keywordtype">int</span> <a class="code" href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#ae997cc1a24e965c90132162297e190ab">getRuntimeVersion</a>()<span class="keyword"> const</span>{ <span class="keywordflow">return</span> m_RuntimeVersion; }</div><div class="line"><a name="l00296"></a><span class="lineno">  296</span>&#160;    std::string getNVCCFlags() <span class="keyword">const</span>;</div><div class="line"><a name="l00297"></a><span class="lineno">  297</span>&#160;</div><div class="line"><a name="l00298"></a><span class="lineno">  298</span>&#160;<span class="keyword">private</span>:</div><div class="line"><a name="l00299"></a><span class="lineno">  299</span>&#160;    <span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00300"></a><span class="lineno">  300</span>&#160;    <span class="comment">// Private methods</span></div><div class="line"><a name="l00301"></a><span class="lineno">  301</span>&#160;    <span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00302"></a><span class="lineno">  302</span>&#160;    <span class="keyword">template</span>&lt;<span class="keyword">typename</span> T&gt;</div><div class="line"><a name="l00303"></a><span class="lineno">  303</span>&#160;    <span class="keywordtype">void</span> genMergedStructArrayPush(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> std::vector&lt;T&gt; &amp;groups)<span class="keyword"> const</span></div><div class="line"><a name="l00304"></a><span class="lineno">  304</span>&#160;<span class="keyword">    </span>{</div><div class="line"><a name="l00305"></a><span class="lineno">  305</span>&#160;        <span class="comment">// Loop through groups</span></div><div class="line"><a name="l00306"></a><span class="lineno">  306</span>&#160;        <span class="keywordflow">for</span>(<span class="keyword">const</span> <span class="keyword">auto</span> &amp;g : groups) {</div><div class="line"><a name="l00307"></a><span class="lineno">  307</span>&#160;            <span class="comment">// Check that a memory space has been assigned</span></div><div class="line"><a name="l00308"></a><span class="lineno">  308</span>&#160;            assert(!g.getMemorySpace().empty());</div><div class="line"><a name="l00309"></a><span class="lineno">  309</span>&#160;</div><div class="line"><a name="l00310"></a><span class="lineno">  310</span>&#160;            <span class="comment">// Implement merged group array in previously assigned memory space</span></div><div class="line"><a name="l00311"></a><span class="lineno">  311</span>&#160;            os &lt;&lt; g.getMemorySpace() &lt;&lt; <span class="stringliteral">&quot; Merged&quot;</span> &lt;&lt; T::name &lt;&lt; <span class="stringliteral">&quot;Group&quot;</span> &lt;&lt; g.getIndex() &lt;&lt; <span class="stringliteral">&quot; d_merged&quot;</span> &lt;&lt; T::name &lt;&lt; <span class="stringliteral">&quot;Group&quot;</span> &lt;&lt; g.getIndex() &lt;&lt; <span class="stringliteral">&quot;[&quot;</span> &lt;&lt; g.getGroups().size() &lt;&lt; <span class="stringliteral">&quot;];&quot;</span> &lt;&lt; std::endl;</div><div class="line"><a name="l00312"></a><span class="lineno">  312</span>&#160;</div><div class="line"><a name="l00313"></a><span class="lineno">  313</span>&#160;            <span class="comment">// Write function to update</span></div><div class="line"><a name="l00314"></a><span class="lineno">  314</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;void pushMerged&quot;</span> &lt;&lt; T::name &lt;&lt; <span class="stringliteral">&quot;Group&quot;</span> &lt;&lt; g.getIndex() &lt;&lt; <span class="stringliteral">&quot;ToDevice(unsigned int idx, &quot;</span>;</div><div class="line"><a name="l00315"></a><span class="lineno">  315</span>&#160;            g.generateStructFieldArgumentDefinitions(os, *<span class="keyword">this</span>);</div><div class="line"><a name="l00316"></a><span class="lineno">  316</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;)&quot;</span>;</div><div class="line"><a name="l00317"></a><span class="lineno">  317</span>&#160;            {</div><div class="line"><a name="l00318"></a><span class="lineno">  318</span>&#160;                <a class="code" href="../../d4/d6e/classCodeGenerator_1_1CodeStream_1_1Scope.html">CodeStream::Scope</a> b(os);</div><div class="line"><a name="l00319"></a><span class="lineno">  319</span>&#160;</div><div class="line"><a name="l00320"></a><span class="lineno">  320</span>&#160;                <span class="comment">// Loop through sorted fields and build struct on the stack</span></div><div class="line"><a name="l00321"></a><span class="lineno">  321</span>&#160;                os &lt;&lt; <span class="stringliteral">&quot;Merged&quot;</span> &lt;&lt; T::name &lt;&lt; <span class="stringliteral">&quot;Group&quot;</span> &lt;&lt; g.getIndex() &lt;&lt; <span class="stringliteral">&quot; group = {&quot;</span>;</div><div class="line"><a name="l00322"></a><span class="lineno">  322</span>&#160;                <span class="keyword">const</span> <span class="keyword">auto</span> sortedFields = g.getSortedFields(*<span class="keyword">this</span>);</div><div class="line"><a name="l00323"></a><span class="lineno">  323</span>&#160;                <span class="keywordflow">for</span>(<span class="keyword">const</span> <span class="keyword">auto</span> &amp;f : sortedFields) {</div><div class="line"><a name="l00324"></a><span class="lineno">  324</span>&#160;                    os &lt;&lt; std::get&lt;1&gt;(f) &lt;&lt; <span class="stringliteral">&quot;, &quot;</span>;</div><div class="line"><a name="l00325"></a><span class="lineno">  325</span>&#160;                }</div><div class="line"><a name="l00326"></a><span class="lineno">  326</span>&#160;                os &lt;&lt; <span class="stringliteral">&quot;};&quot;</span> &lt;&lt; std::endl;</div><div class="line"><a name="l00327"></a><span class="lineno">  327</span>&#160;</div><div class="line"><a name="l00328"></a><span class="lineno">  328</span>&#160;                <span class="comment">// Push to device</span></div><div class="line"><a name="l00329"></a><span class="lineno">  329</span>&#160;                os &lt;&lt; <span class="stringliteral">&quot;CHECK_CUDA_ERRORS(cudaMemcpyToSymbolAsync(d_merged&quot;</span> &lt;&lt; T::name &lt;&lt; <span class="stringliteral">&quot;Group&quot;</span> &lt;&lt; g.getIndex() &lt;&lt; <span class="stringliteral">&quot;, &amp;group, &quot;</span>;</div><div class="line"><a name="l00330"></a><span class="lineno">  330</span>&#160;                os &lt;&lt; <span class="stringliteral">&quot;sizeof(Merged&quot;</span> &lt;&lt; T::name &lt;&lt; <span class="stringliteral">&quot;Group&quot;</span> &lt;&lt; g.getIndex() &lt;&lt; <span class="stringliteral">&quot;), idx * sizeof(Merged&quot;</span> &lt;&lt; T::name &lt;&lt; <span class="stringliteral">&quot;Group&quot;</span> &lt;&lt; g.getIndex() &lt;&lt; <span class="stringliteral">&quot;)));&quot;</span> &lt;&lt; std::endl;</div><div class="line"><a name="l00331"></a><span class="lineno">  331</span>&#160;            }</div><div class="line"><a name="l00332"></a><span class="lineno">  332</span>&#160;        }</div><div class="line"><a name="l00333"></a><span class="lineno">  333</span>&#160;    }</div><div class="line"><a name="l00334"></a><span class="lineno">  334</span>&#160;</div><div class="line"><a name="l00335"></a><span class="lineno">  335</span>&#160;</div><div class="line"><a name="l00337"></a><span class="lineno">  337</span>&#160;    <span class="keywordtype">size_t</span> getChosenDeviceSafeConstMemBytes()<span class="keyword"> const</span></div><div class="line"><a name="l00338"></a><span class="lineno">  338</span>&#160;<span class="keyword">    </span>{</div><div class="line"><a name="l00339"></a><span class="lineno">  339</span>&#160;        <span class="keywordflow">return</span> m_ChosenDevice.totalConstMem - getPreferences&lt;Preferences&gt;().constantCacheOverhead;</div><div class="line"><a name="l00340"></a><span class="lineno">  340</span>&#160;    }</div><div class="line"><a name="l00341"></a><span class="lineno">  341</span>&#160;</div><div class="line"><a name="l00342"></a><span class="lineno">  342</span>&#160;    <span class="keywordtype">void</span> genCurrentSpikePush(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../dc/da3/classNeuronGroupInternal.html">NeuronGroupInternal</a> &amp;ng, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> batchSize, <span class="keywordtype">bool</span> spikeEvent) <span class="keyword">const</span>;</div><div class="line"><a name="l00343"></a><span class="lineno">  343</span>&#160;    <span class="keywordtype">void</span> genCurrentSpikePull(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../dc/da3/classNeuronGroupInternal.html">NeuronGroupInternal</a> &amp;ng, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> batchSize, <span class="keywordtype">bool</span> spikeEvent) <span class="keyword">const</span>;</div><div class="line"><a name="l00344"></a><span class="lineno">  344</span>&#160;</div><div class="line"><a name="l00345"></a><span class="lineno">  345</span>&#160;    <span class="keywordtype">void</span> genKernelDimensions(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a6a85c4f8d1089575cef8bef2e27d6e61">Kernel</a> kernel, <span class="keywordtype">size_t</span> numThreadsX, <span class="keywordtype">size_t</span> batchSize, <span class="keywordtype">size_t</span> numBlockThreadsY = 1) <span class="keyword">const</span>;</div><div class="line"><a name="l00346"></a><span class="lineno">  346</span>&#160;</div><div class="line"><a name="l00347"></a><span class="lineno">  347</span>&#160;    <span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00348"></a><span class="lineno">  348</span>&#160;    <span class="comment">// Members</span></div><div class="line"><a name="l00349"></a><span class="lineno">  349</span>&#160;    <span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00350"></a><span class="lineno">  350</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">int</span> m_ChosenDeviceID;</div><div class="line"><a name="l00351"></a><span class="lineno">  351</span>&#160;    cudaDeviceProp m_ChosenDevice;</div><div class="line"><a name="l00352"></a><span class="lineno">  352</span>&#160;    <span class="keywordtype">int</span> m_RuntimeVersion;</div><div class="line"><a name="l00353"></a><span class="lineno">  353</span>&#160;};</div><div class="line"><a name="l00354"></a><span class="lineno">  354</span>&#160;}   <span class="comment">// CUDA</span></div><div class="line"><a name="l00355"></a><span class="lineno">  355</span>&#160;}   <span class="comment">// CodeGenerator</span></div><div class="ttc" id="classNeuronGroupInternal_html"><div class="ttname"><a href="../../dc/da3/classNeuronGroupInternal.html">NeuronGroupInternal</a></div><div class="ttdef"><b>Definition:</b> neuronGroupInternal.h:9</div></div>
 <div class="ttc" id="classCodeGenerator_1_1BackendSIMT_html"><div class="ttname"><a href="../../d1/de3/classCodeGenerator_1_1BackendSIMT.html">CodeGenerator::BackendSIMT</a></div><div class="ttdoc">Base class for Single Instruction Multiple Thread style backends. </div><div class="ttdef"><b>Definition:</b> backendSIMT.h:51</div></div>
-<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_ad86461c5a88c256d2694f022f82243e5"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#ad86461c5a88c256d2694f022f82243e5">CodeGenerator::CUDA::Backend::getCLZ</a></div><div class="ttdeci">virtual std::string getCLZ() const override</div><div class="ttdoc">Get the name of the count-leading-zeros function. </div><div class="ttdef"><b>Definition:</b> cuda/backend.h:145</div></div>
+<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_ad86461c5a88c256d2694f022f82243e5"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#ad86461c5a88c256d2694f022f82243e5">CodeGenerator::CUDA::Backend::getCLZ</a></div><div class="ttdeci">virtual std::string getCLZ() const override</div><div class="ttdoc">Get the name of the count-leading-zeros function. </div><div class="ttdef"><b>Definition:</b> cuda/backend.h:151</div></div>
 <div class="ttc" id="variableMode_8h_html_a2807180f6261d89020cf7d7d498fb087"><div class="ttname"><a href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a></div><div class="ttdeci">VarLocation</div><div class="ttdoc">&lt; Flags defining which memory space variables should be allocated in </div><div class="ttdef"><b>Definition:</b> variableMode.h:10</div></div>
-<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_ae5788df928832109eb10606611e45066"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#ae5788df928832109eb10606611e45066">CodeGenerator::CUDA::Backend::getDeviceMemoryBytes</a></div><div class="ttdeci">virtual size_t getDeviceMemoryBytes() const override</div><div class="ttdoc">How many bytes of memory does &amp;#39;device&amp;#39; have. </div><div class="ttdef"><b>Definition:</b> cuda/backend.h:272</div></div>
-<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_abea0d22644b3f60389249e8c9fe9e615"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#abea0d22644b3f60389249e8c9fe9e615">CodeGenerator::CUDA::Backend::getChosenDeviceID</a></div><div class="ttdeci">int getChosenDeviceID() const</div><div class="ttdef"><b>Definition:</b> cuda/backend.h:288</div></div>
-<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_a479dbb7a30b1c8c18c55b7bff522e3fb"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a479dbb7a30b1c8c18c55b7bff522e3fb">CodeGenerator::CUDA::Backend::supportsNamespace</a></div><div class="ttdeci">virtual bool supportsNamespace() const override</div><div class="ttdoc">Does this backend support namespaces i.e. can C++ implementation of support functions be used...</div><div class="ttdef"><b>Definition:</b> cuda/backend.h:279</div></div>
+<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_ae5788df928832109eb10606611e45066"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#ae5788df928832109eb10606611e45066">CodeGenerator::CUDA::Backend::getDeviceMemoryBytes</a></div><div class="ttdeci">virtual size_t getDeviceMemoryBytes() const override</div><div class="ttdoc">How many bytes of memory does &amp;#39;device&amp;#39; have. </div><div class="ttdef"><b>Definition:</b> cuda/backend.h:278</div></div>
+<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_abea0d22644b3f60389249e8c9fe9e615"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#abea0d22644b3f60389249e8c9fe9e615">CodeGenerator::CUDA::Backend::getChosenDeviceID</a></div><div class="ttdeci">int getChosenDeviceID() const</div><div class="ttdef"><b>Definition:</b> cuda/backend.h:294</div></div>
+<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_a479dbb7a30b1c8c18c55b7bff522e3fb"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a479dbb7a30b1c8c18c55b7bff522e3fb">CodeGenerator::CUDA::Backend::supportsNamespace</a></div><div class="ttdeci">virtual bool supportsNamespace() const override</div><div class="ttdoc">Does this backend support namespaces i.e. can C++ implementation of support functions be used...</div><div class="ttdef"><b>Definition:</b> cuda/backend.h:285</div></div>
 <div class="ttc" id="namespaceCodeGenerator_1_1CUDA_html_a05cdf29b66af2e1899cbb1d9c702f9d0a7091742b1aa4b0be2bcb9750a1f4b0b9"><div class="ttname"><a href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a05cdf29b66af2e1899cbb1d9c702f9d0a7091742b1aa4b0be2bcb9750a1f4b0b9">CodeGenerator::CUDA::DeviceSelect::MOST_MEMORY</a></div><div class="ttdoc">Pick device with most global memory. </div></div>
-<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_ae72aa5e8013750ede913be70546260d4"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#ae72aa5e8013750ede913be70546260d4">CodeGenerator::CUDA::Backend::getSharedPrefix</a></div><div class="ttdeci">virtual std::string getSharedPrefix() const override</div><div class="ttdoc">Get the prefix to use for shared memory variables. </div><div class="ttdef"><b>Definition:</b> cuda/backend.h:136</div></div>
+<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_ae72aa5e8013750ede913be70546260d4"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#ae72aa5e8013750ede913be70546260d4">CodeGenerator::CUDA::Backend::getSharedPrefix</a></div><div class="ttdeci">virtual std::string getSharedPrefix() const override</div><div class="ttdoc">Get the prefix to use for shared memory variables. </div><div class="ttdef"><b>Definition:</b> cuda/backend.h:142</div></div>
 <div class="ttc" id="namespaceCodeGenerator_1_1CUDA_html_a05cdf29b66af2e1899cbb1d9c702f9d0af00c8dbdd6e1f11bdae06be94277d293"><div class="ttname"><a href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a05cdf29b66af2e1899cbb1d9c702f9d0af00c8dbdd6e1f11bdae06be94277d293">CodeGenerator::CUDA::DeviceSelect::OPTIMAL</a></div><div class="ttdoc">Pick optimal device based on how well kernels can be simultaneously simulated and occupancy...</div></div>
 <div class="ttc" id="namespaceCodeGenerator_1_1CUDA_html_a54abdd5e5351c160ba420cd758edb7ab"><div class="ttname"><a href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a54abdd5e5351c160ba420cd758edb7ab">CodeGenerator::CUDA::BlockSizeSelect</a></div><div class="ttdeci">BlockSizeSelect</div><div class="ttdoc">Methods for selecting CUDA kernel block size. </div><div class="ttdef"><b>Definition:</b> cuda/backend.h:52</div></div>
 <div class="ttc" id="structCodeGenerator_1_1PreferencesBase_html"><div class="ttname"><a href="../../d1/d7a/structCodeGenerator_1_1PreferencesBase.html">CodeGenerator::PreferencesBase</a></div><div class="ttdoc">Base class for backend preferences - can be accessed via a global in &amp;#39;classic&amp;#39; C++ code generator...</div><div class="ttdef"><b>Definition:</b> backendBase.h:58</div></div>
-<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_ae997cc1a24e965c90132162297e190ab"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#ae997cc1a24e965c90132162297e190ab">CodeGenerator::CUDA::Backend::getRuntimeVersion</a></div><div class="ttdeci">int getRuntimeVersion() const</div><div class="ttdef"><b>Definition:</b> cuda/backend.h:289</div></div>
+<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_ae997cc1a24e965c90132162297e190ab"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#ae997cc1a24e965c90132162297e190ab">CodeGenerator::CUDA::Backend::getRuntimeVersion</a></div><div class="ttdeci">int getRuntimeVersion() const</div><div class="ttdef"><b>Definition:</b> cuda/backend.h:295</div></div>
 <div class="ttc" id="classCodeGenerator_1_1ModelSpecMerged_html"><div class="ttname"><a href="../../de/d52/classCodeGenerator_1_1ModelSpecMerged.html">CodeGenerator::ModelSpecMerged</a></div><div class="ttdef"><b>Definition:</b> modelSpecMerged.h:31</div></div>
 <div class="ttc" id="namespaceCodeGenerator_html"><div class="ttname"><a href="../../d0/d02/namespaceCodeGenerator.html">CodeGenerator</a></div><div class="ttdoc">Helper class for generating code - automatically inserts brackets, indents etc. </div><div class="ttdef"><b>Definition:</b> backendBase.h:30</div></div>
-<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_a5f5fbe40623b0cd8c1a7a661e00b89bc"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a5f5fbe40623b0cd8c1a7a661e00b89bc">CodeGenerator::CUDA::Backend::genCurrentTrueSpikePush</a></div><div class="ttdeci">virtual void genCurrentTrueSpikePush(CodeStream &amp;os, const NeuronGroupInternal &amp;ng, unsigned int batchSize) const override</div><div class="ttdoc">Generate code for pushing true spikes emitted by a neuron group in the current timestep to the &amp;#39;devic...</div><div class="ttdef"><b>Definition:</b> cuda/backend.h:222</div></div>
+<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_a5f5fbe40623b0cd8c1a7a661e00b89bc"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a5f5fbe40623b0cd8c1a7a661e00b89bc">CodeGenerator::CUDA::Backend::genCurrentTrueSpikePush</a></div><div class="ttdeci">virtual void genCurrentTrueSpikePush(CodeStream &amp;os, const NeuronGroupInternal &amp;ng, unsigned int batchSize) const override</div><div class="ttdoc">Generate code for pushing true spikes emitted by a neuron group in the current timestep to the &amp;#39;devic...</div><div class="ttdef"><b>Definition:</b> cuda/backend.h:228</div></div>
 <div class="ttc" id="substitutions_8h_html"><div class="ttname"><a href="../../d9/d7a/substitutions_8h.html">substitutions.h</a></div></div>
 <div class="ttc" id="namespaceCodeGenerator_1_1CUDA_html_a05cdf29b66af2e1899cbb1d9c702f9d0aa60a6a471c0681e5a49c4f5d00f6bc5a"><div class="ttname"><a href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a05cdf29b66af2e1899cbb1d9c702f9d0aa60a6a471c0681e5a49c4f5d00f6bc5a">CodeGenerator::CUDA::DeviceSelect::MANUAL</a></div><div class="ttdoc">Use device specified by user. </div></div>
 <div class="ttc" id="classCodeGenerator_1_1BackendBase_html_a1bbf7fdd326351be7af8f575d116a8ab"><div class="ttname"><a href="../../d3/d15/classCodeGenerator_1_1BackendBase.html#a1bbf7fdd326351be7af8f575d116a8ab">CodeGenerator::BackendBase::MemorySpaces</a></div><div class="ttdeci">std::vector&lt; std::pair&lt; std::string, size_t &gt; &gt; MemorySpaces</div><div class="ttdoc">Vector of prefixes required to allocate in memory space and size of memory space. ...</div><div class="ttdef"><b>Definition:</b> backendBase.h:190</div></div>
 <div class="ttc" id="classCodeGenerator_1_1CodeStream_html"><div class="ttname"><a href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeGenerator::CodeStream</a></div><div class="ttdef"><b>Definition:</b> codeStream.h:21</div></div>
-<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_aa59d40638566adf41d4f7633a3914985"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#aa59d40638566adf41d4f7633a3914985">CodeGenerator::CUDA::Backend::isHostReductionRequired</a></div><div class="ttdeci">virtual bool isHostReductionRequired() const override</div><div class="ttdoc">Backends which support batch-parallelism might require an additional host reduction phase after reduc...</div><div class="ttdef"><b>Definition:</b> cuda/backend.h:269</div></div>
+<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_aa59d40638566adf41d4f7633a3914985"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#aa59d40638566adf41d4f7633a3914985">CodeGenerator::CUDA::Backend::isHostReductionRequired</a></div><div class="ttdeci">virtual bool isHostReductionRequired() const override</div><div class="ttdoc">Backends which support batch-parallelism might require an additional host reduction phase after reduc...</div><div class="ttdef"><b>Definition:</b> cuda/backend.h:275</div></div>
 <div class="ttc" id="backendExport_8h_html_a4506f237d151a8f16371da48d158cd3e"><div class="ttname"><a href="../../d5/d83/backendExport_8h.html#a4506f237d151a8f16371da48d158cd3e">BACKEND_EXPORT</a></div><div class="ttdeci">#define BACKEND_EXPORT</div><div class="ttdef"><b>Definition:</b> backendExport.h:13</div></div>
 <div class="ttc" id="classCodeGenerator_1_1MemAlloc_html"><div class="ttname"><a href="../../d2/d06/classCodeGenerator_1_1MemAlloc.html">CodeGenerator::MemAlloc</a></div><div class="ttdef"><b>Definition:</b> backendBase.h:107</div></div>
 <div class="ttc" id="namespaceCodeGenerator_1_1CUDA_html_a05cdf29b66af2e1899cbb1d9c702f9d0a838986270698f1a1afaf0721b7f0d4bf"><div class="ttname"><a href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a05cdf29b66af2e1899cbb1d9c702f9d0a838986270698f1a1afaf0721b7f0d4bf">CodeGenerator::CUDA::DeviceSelect::MANUAL_RUNTIME</a></div><div class="ttdoc">Use device specified by user at runtime with allocateMem parameter. Optimisation will be performed on...</div></div>
-<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_a4f4b7d2decb21463920d703aed0ae970"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a4f4b7d2decb21463920d703aed0ae970">CodeGenerator::CUDA::Backend::genCurrentTrueSpikePull</a></div><div class="ttdeci">virtual void genCurrentTrueSpikePull(CodeStream &amp;os, const NeuronGroupInternal &amp;ng, unsigned int batchSize) const override</div><div class="ttdoc">Generate code for pulling true spikes emitted by a neuron group in the current timestep from the &amp;#39;dev...</div><div class="ttdef"><b>Definition:</b> cuda/backend.h:226</div></div>
+<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_a4f4b7d2decb21463920d703aed0ae970"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a4f4b7d2decb21463920d703aed0ae970">CodeGenerator::CUDA::Backend::genCurrentTrueSpikePull</a></div><div class="ttdeci">virtual void genCurrentTrueSpikePull(CodeStream &amp;os, const NeuronGroupInternal &amp;ng, unsigned int batchSize) const override</div><div class="ttdoc">Generate code for pulling true spikes emitted by a neuron group in the current timestep from the &amp;#39;dev...</div><div class="ttdef"><b>Definition:</b> cuda/backend.h:232</div></div>
 <div class="ttc" id="classCodeGenerator_1_1Substitutions_html"><div class="ttname"><a href="../../de/d22/classCodeGenerator_1_1Substitutions.html">CodeGenerator::Substitutions</a></div><div class="ttdef"><b>Definition:</b> substitutions.h:21</div></div>
-<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_a7eee1a781c23929a3fc23abc814cce21"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a7eee1a781c23929a3fc23abc814cce21">CodeGenerator::CUDA::Backend::getMergedGroupSimRNGType</a></div><div class="ttdeci">virtual std::string getMergedGroupSimRNGType() const override</div><div class="ttdoc">When generating merged structures what type to use for simulation RNGs. </div><div class="ttdef"><b>Definition:</b> cuda/backend.h:212</div></div>
-<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_a15986608207424d3cdf760268d103c06"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a15986608207424d3cdf760268d103c06">CodeGenerator::CUDA::Backend::genCurrentSpikeLikeEventPush</a></div><div class="ttdeci">virtual void genCurrentSpikeLikeEventPush(CodeStream &amp;os, const NeuronGroupInternal &amp;ng, unsigned int batchSize) const override</div><div class="ttdoc">Generate code for pushing spike-like events emitted by a neuron group in the current timestep to the ...</div><div class="ttdef"><b>Definition:</b> cuda/backend.h:230</div></div>
+<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_a7eee1a781c23929a3fc23abc814cce21"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a7eee1a781c23929a3fc23abc814cce21">CodeGenerator::CUDA::Backend::getMergedGroupSimRNGType</a></div><div class="ttdeci">virtual std::string getMergedGroupSimRNGType() const override</div><div class="ttdoc">When generating merged structures what type to use for simulation RNGs. </div><div class="ttdef"><b>Definition:</b> cuda/backend.h:218</div></div>
+<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_a15986608207424d3cdf760268d103c06"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a15986608207424d3cdf760268d103c06">CodeGenerator::CUDA::Backend::genCurrentSpikeLikeEventPush</a></div><div class="ttdeci">virtual void genCurrentSpikeLikeEventPush(CodeStream &amp;os, const NeuronGroupInternal &amp;ng, unsigned int batchSize) const override</div><div class="ttdoc">Generate code for pushing spike-like events emitted by a neuron group in the current timestep to the ...</div><div class="ttdef"><b>Definition:</b> cuda/backend.h:236</div></div>
 <div class="ttc" id="namespaceUtils_html_ae55486e13e7ed81c88358cf9ce4cf014"><div class="ttname"><a href="../../d4/d3d/namespaceUtils.html#ae55486e13e7ed81c88358cf9ce4cf014">Utils::updateHash</a></div><div class="ttdeci">void updateHash(const T &amp;value, boost::uuids::detail::sha1 &amp;hash)</div><div class="ttdoc">Hash arithmetic types and enums. </div><div class="ttdef"><b>Definition:</b> gennUtils.h:128</div></div>
 <div class="ttc" id="classCodeGenerator_1_1BackendSIMT_html_a9f6b80da64dbc8cebcc8438492b18c35"><div class="ttname"><a href="../../d1/de3/classCodeGenerator_1_1BackendSIMT.html#a9f6b80da64dbc8cebcc8438492b18c35">CodeGenerator::BackendSIMT::AtomicMemSpace</a></div><div class="ttdeci">AtomicMemSpace</div><div class="ttdoc">What memory space atomic operation is required. </div><div class="ttdef"><b>Definition:</b> backendSIMT.h:70</div></div>
 <div class="ttc" id="classCodeGenerator_1_1BackendBase_html_a1ec13cdda649e931462efe7c26d2e549"><div class="ttname"><a href="../../d3/d15/classCodeGenerator_1_1BackendBase.html#a1ec13cdda649e931462efe7c26d2e549">CodeGenerator::BackendBase::HostHandler</a></div><div class="ttdeci">std::function&lt; void(CodeStream &amp;)&gt; HostHandler</div><div class="ttdef"><b>Definition:</b> backendBase.h:182</div></div>
-<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html">CodeGenerator::CUDA::Backend</a></div><div class="ttdef"><b>Definition:</b> cuda/backend.h:123</div></div>
+<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html">CodeGenerator::CUDA::Backend</a></div><div class="ttdef"><b>Definition:</b> cuda/backend.h:129</div></div>
 <div class="ttc" id="backendSIMT_8h_html"><div class="ttname"><a href="../../d6/db4/backendSIMT_8h.html">backendSIMT.h</a></div></div>
 <div class="ttc" id="backendExport_8h_html"><div class="ttname"><a href="../../d5/d83/backendExport_8h.html">backendExport.h</a></div></div>
 <div class="ttc" id="structCodeGenerator_1_1CUDA_1_1Preferences_html"><div class="ttname"><a href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html">CodeGenerator::CUDA::Preferences</a></div><div class="ttdoc">Preferences for CUDA backend. </div><div class="ttdef"><b>Definition:</b> cuda/backend.h:62</div></div>
-<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_a3af0e966bce0cf57074d4ad7eb14b655"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a3af0e966bce0cf57074d4ad7eb14b655">CodeGenerator::CUDA::Backend::genCurrentSpikeLikeEventPull</a></div><div class="ttdeci">virtual void genCurrentSpikeLikeEventPull(CodeStream &amp;os, const NeuronGroupInternal &amp;ng, unsigned int batchSize) const override</div><div class="ttdoc">Generate code for pulling spike-like events emitted by a neuron group in the current timestep from th...</div><div class="ttdef"><b>Definition:</b> cuda/backend.h:234</div></div>
+<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_a3af0e966bce0cf57074d4ad7eb14b655"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a3af0e966bce0cf57074d4ad7eb14b655">CodeGenerator::CUDA::Backend::genCurrentSpikeLikeEventPull</a></div><div class="ttdeci">virtual void genCurrentSpikeLikeEventPull(CodeStream &amp;os, const NeuronGroupInternal &amp;ng, unsigned int batchSize) const override</div><div class="ttdoc">Generate code for pulling spike-like events emitted by a neuron group in the current timestep from th...</div><div class="ttdef"><b>Definition:</b> cuda/backend.h:240</div></div>
 <div class="ttc" id="namespaceCodeGenerator_html_a6a85c4f8d1089575cef8bef2e27d6e61"><div class="ttname"><a href="../../d0/d02/namespaceCodeGenerator.html#a6a85c4f8d1089575cef8bef2e27d6e61">CodeGenerator::Kernel</a></div><div class="ttdeci">Kernel</div><div class="ttdoc">Kernels generated by SIMT backends. </div><div class="ttdef"><b>Definition:</b> backendSIMT.h:24</div></div>
 <div class="ttc" id="classCodeGenerator_1_1BackendSIMT_html_a8f14c05ac0d013316a18d606864863e8"><div class="ttname"><a href="../../d1/de3/classCodeGenerator_1_1BackendSIMT.html#a8f14c05ac0d013316a18d606864863e8">CodeGenerator::BackendSIMT::AtomicOperation</a></div><div class="ttdeci">AtomicOperation</div><div class="ttdoc">What atomic operation is required. </div><div class="ttdef"><b>Definition:</b> backendSIMT.h:63</div></div>
 <div class="ttc" id="structCodeGenerator_1_1CUDA_1_1Preferences_html_a81d2f28e0431fcbb375e6c0c547a879d"><div class="ttname"><a href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#a81d2f28e0431fcbb375e6c0c547a879d">CodeGenerator::CUDA::Preferences::Preferences</a></div><div class="ttdeci">Preferences()</div><div class="ttdef"><b>Definition:</b> cuda/backend.h:64</div></div>
@@ -141,11 +141,11 @@
 <div class="ttc" id="namespacefilesystem_html"><div class="ttname"><a href="../../d1/d94/namespacefilesystem.html">filesystem</a></div><div class="ttdef"><b>Definition:</b> generateModules.h:16</div></div>
 <div class="ttc" id="namespaceCodeGenerator_1_1CUDA_html_a05cdf29b66af2e1899cbb1d9c702f9d0"><div class="ttname"><a href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a05cdf29b66af2e1899cbb1d9c702f9d0">CodeGenerator::CUDA::DeviceSelect</a></div><div class="ttdeci">DeviceSelect</div><div class="ttdoc">Methods for selecting CUDA device. </div><div class="ttdef"><b>Definition:</b> cuda/backend.h:40</div></div>
 <div class="ttc" id="namespaceCodeGenerator_1_1CUDA_html_a54abdd5e5351c160ba420cd758edb7abad835e9b82eae5eafdd8c3cb305a7d7a5"><div class="ttname"><a href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html#a54abdd5e5351c160ba420cd758edb7abad835e9b82eae5eafdd8c3cb305a7d7a5">CodeGenerator::CUDA::BlockSizeSelect::OCCUPANCY</a></div><div class="ttdoc">Pick optimal blocksize for each kernel based on occupancy. </div></div>
-<div class="ttc" id="structCodeGenerator_1_1CUDA_1_1Preferences_html_a24e6c8b33837783988259baa53fd4dda"><div class="ttname"><a href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#a24e6c8b33837783988259baa53fd4dda">CodeGenerator::CUDA::Preferences::manualBlockSizes</a></div><div class="ttdeci">KernelBlockSize manualBlockSizes</div><div class="ttdoc">If block size select method is set to BlockSizeSelect::MANUAL, block size to use for each kernel...</div><div class="ttdef"><b>Definition:</b> cuda/backend.h:92</div></div>
-<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_a3d746532d480e6e5b99b524df0928005"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a3d746532d480e6e5b99b524df0928005">CodeGenerator::CUDA::Backend::getChosenCUDADevice</a></div><div class="ttdeci">const cudaDeviceProp &amp; getChosenCUDADevice() const</div><div class="ttdef"><b>Definition:</b> cuda/backend.h:287</div></div>
-<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_a3be10625dc21e68b073d419bd3a4b02e"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a3be10625dc21e68b073d419bd3a4b02e">CodeGenerator::CUDA::Backend::isPopulationRNGInitialisedOnDevice</a></div><div class="ttdeci">virtual bool isPopulationRNGInitialisedOnDevice() const override</div><div class="ttdoc">Different backends seed RNGs in different ways. Does this one initialise population RNGS on device...</div><div class="ttdef"><b>Definition:</b> cuda/backend.h:266</div></div>
+<div class="ttc" id="structCodeGenerator_1_1CUDA_1_1Preferences_html_a24e6c8b33837783988259baa53fd4dda"><div class="ttname"><a href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#a24e6c8b33837783988259baa53fd4dda">CodeGenerator::CUDA::Preferences::manualBlockSizes</a></div><div class="ttdeci">KernelBlockSize manualBlockSizes</div><div class="ttdoc">If block size select method is set to BlockSizeSelect::MANUAL, block size to use for each kernel...</div><div class="ttdef"><b>Definition:</b> cuda/backend.h:97</div></div>
+<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_a3d746532d480e6e5b99b524df0928005"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a3d746532d480e6e5b99b524df0928005">CodeGenerator::CUDA::Backend::getChosenCUDADevice</a></div><div class="ttdeci">const cudaDeviceProp &amp; getChosenCUDADevice() const</div><div class="ttdef"><b>Definition:</b> cuda/backend.h:293</div></div>
+<div class="ttc" id="classCodeGenerator_1_1CUDA_1_1Backend_html_a3be10625dc21e68b073d419bd3a4b02e"><div class="ttname"><a href="../../d6/d3a/classCodeGenerator_1_1CUDA_1_1Backend.html#a3be10625dc21e68b073d419bd3a4b02e">CodeGenerator::CUDA::Backend::isPopulationRNGInitialisedOnDevice</a></div><div class="ttdeci">virtual bool isPopulationRNGInitialisedOnDevice() const override</div><div class="ttdoc">Different backends seed RNGs in different ways. Does this one initialise population RNGS on device...</div><div class="ttdef"><b>Definition:</b> cuda/backend.h:272</div></div>
 <div class="ttc" id="namespaceCodeGenerator_html_a8d84e884450f8a7a0b2e6195ba046b7e"><div class="ttname"><a href="../../d0/d02/namespaceCodeGenerator.html#a8d84e884450f8a7a0b2e6195ba046b7e">CodeGenerator::KernelBlockSize</a></div><div class="ttdeci">std::array&lt; size_t, KernelMax &gt; KernelBlockSize</div><div class="ttdoc">Array of block sizes for each kernel. </div><div class="ttdef"><b>Definition:</b> backendSIMT.h:44</div></div>
-<div class="ttc" id="structCodeGenerator_1_1CUDA_1_1Preferences_html_a69125f7b6557f37ea17b5871864757c3"><div class="ttname"><a href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#a69125f7b6557f37ea17b5871864757c3">CodeGenerator::CUDA::Preferences::updateHash</a></div><div class="ttdeci">void updateHash(boost::uuids::detail::sha1 &amp;hash) const</div><div class="ttdef"><b>Definition:</b> cuda/backend.h:103</div></div>
+<div class="ttc" id="structCodeGenerator_1_1CUDA_1_1Preferences_html_a69125f7b6557f37ea17b5871864757c3"><div class="ttname"><a href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#a69125f7b6557f37ea17b5871864757c3">CodeGenerator::CUDA::Preferences::updateHash</a></div><div class="ttdeci">void updateHash(boost::uuids::detail::sha1 &amp;hash) const</div><div class="ttdef"><b>Definition:</b> cuda/backend.h:108</div></div>
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 </div><!-- fragment --></div><!-- contents -->
 </div><!-- doc-content -->
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+    <li class="footer">Generated on Fri Apr 21 2023 16:20:24 for GeNN by
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diff --git a/documentation/4/html/d4/d13/models_8h.html b/documentation/4/html/d4/d13/models_8h.html
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
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diff --git a/documentation/4/html/d4/d13/models_8h_source.html b/documentation/4/html/d4/d13/models_8h_source.html
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-   &#160;<span id="projectnumber">4.8.0</span>
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-<a href="../../d4/d13/models_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;</div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment">// Standard C++ includes</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="preprocessor">#include &lt;algorithm&gt;</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="preprocessor">#include &lt;functional&gt;</span></div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="preprocessor">#include &lt;string&gt;</span></div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="preprocessor">#include &lt;vector&gt;</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;</div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="comment">// GeNN includes</span></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../de/d6c/snippet_8h.html">snippet.h</a>&quot;</span></div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d9/ddf/initVarSnippet_8h.html">initVarSnippet.h</a>&quot;</span></div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../de/dfb/varAccess_8h.html">varAccess.h</a>&quot;</span></div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;</div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="comment">// Forward declarations</span></div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="keyword">class </span><a class="code" href="../../d7/d60/classCustomUpdate.html">CustomUpdate</a>;</div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;<span class="keyword">class </span><a class="code" href="../../db/dd4/classCustomUpdateWU.html">CustomUpdateWU</a>;</div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;<span class="keyword">class </span><a class="code" href="../../d7/d3b/classNeuronGroup.html">NeuronGroup</a>;</div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="keyword">class </span><a class="code" href="../../dc/dfa/classSynapseGroup.html">SynapseGroup</a>;</div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;<span class="keyword">class </span><a 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class="lineno"><a class="line" href="../../d4/d13/models_8h.html#a0f3d066ed16dd93ee24912f38826520b">   37</a></span>&#160;<span class="preprocessor">#define IMPLEMENT_MODEL(TYPE) IMPLEMENT_SNIPPET(TYPE)</span></div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;</div><div class="line"><a name="l00039"></a><span class="lineno"><a class="line" href="../../d4/d13/models_8h.html#a3025b9fc844fccdf8cc2b51ef4a6e0aa">   39</a></span>&#160;<span class="preprocessor">#define SET_VARS(...) virtual VarVec getVars() const override{ return __VA_ARGS__; }</span></div><div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;</div><div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;</div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00043"></a><span 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href="../../d5/d42/structModels_1_1Base_1_1Var.html#a3f416643a3668eac22768b43bbb42e50">Var</a>() : <a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html">Var</a>(<span class="stringliteral">&quot;&quot;</span>, <span class="stringliteral">&quot;&quot;</span>, <a class="code" href="../../de/dfb/varAccess_8h.html#ae8a5891c5d3beb45321e2f850539452f">VarAccess</a>::<a class="code" href="../../de/dfb/varAccess_8h.html#a32d540eb08af15beb398b0febe15d128aa7b843fb734e3b3fea8e5f902d3f4144">READ_WRITE</a>)</div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;        {}</div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;</div><div class="line"><a name="l00067"></a><span class="lineno"><a class="line" href="../../d5/d42/structModels_1_1Base_1_1Var.html#a5e02cd102fc3a8af0aba0ec04346235f">   67</a></span>&#160;        <span class="keywordtype">bool</span> operator == (<span class="keyword">const</span> <a class="code" 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name="l00072"></a><span class="lineno"><a class="line" href="../../d5/d42/structModels_1_1Base_1_1Var.html#a333472c1ad027594ee870b1994f884b1">   72</a></span>&#160;        std::string <a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html#a333472c1ad027594ee870b1994f884b1">name</a>;</div><div class="line"><a name="l00073"></a><span class="lineno"><a class="line" href="../../d5/d42/structModels_1_1Base_1_1Var.html#a0cd74662a030e8cd95027844b47f09a0">   73</a></span>&#160;        std::string <a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html#a0cd74662a030e8cd95027844b47f09a0">type</a>;</div><div class="line"><a name="l00074"></a><span class="lineno"><a class="line" href="../../d5/d42/structModels_1_1Base_1_1Var.html#a43fa55b9b858bb7b6fd9927267aa61ae">   74</a></span>&#160;        <a class="code" href="../../de/dfb/varAccess_8h.html#ae8a5891c5d3beb45321e2f850539452f">VarAccess</a> <a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html#a43fa55b9b858bb7b6fd9927267aa61ae">access</a>;</div><div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;    };</div><div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160;</div><div class="line"><a name="l00077"></a><span class="lineno"><a class="line" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html">   77</a></span>&#160;    <span class="keyword">struct </span><a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html">VarRef</a></div><div class="line"><a name="l00078"></a><span class="lineno">   78</span>&#160;    {</div><div class="line"><a name="l00079"></a><span class="lineno"><a class="line" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a54e7f72685ca10b68fa89378262698e2">   79</a></span>&#160;        <a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a54e7f72685ca10b68fa89378262698e2">VarRef</a>(<span class="keyword">const</span> std::string &amp;n, <span class="keyword">const</span> std::string &amp;t, <a class="code" href="../../de/dfb/varAccess_8h.html#ac9af5b5dbabe0b411cc7b2bca48ad72b">VarAccessMode</a> a) : name(n), type(t), access(a)</div><div class="line"><a name="l00080"></a><span class="lineno">   80</span>&#160;        {}</div><div class="line"><a name="l00081"></a><span class="lineno"><a class="line" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a547d1985600c0af6f4274f13a0f94af2">   81</a></span>&#160;        <a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a547d1985600c0af6f4274f13a0f94af2">VarRef</a>(<span class="keyword">const</span> std::string &amp;n, <span class="keyword">const</span> std::string &amp;t) : <a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html">VarRef</a>(n, t, <a class="code" href="../../de/dfb/varAccess_8h.html#ac9af5b5dbabe0b411cc7b2bca48ad72b">VarAccessMode</a>::<a class="code" href="../../de/dfb/varAccess_8h.html#a32d540eb08af15beb398b0febe15d128aa7b843fb734e3b3fea8e5f902d3f4144">READ_WRITE</a>)</div><div class="line"><a name="l00082"></a><span class="lineno">   82</span>&#160;        {}</div><div class="line"><a name="l00083"></a><span class="lineno"><a class="line" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a8e97caa157d5bc911cee85a261f2aab3">   83</a></span>&#160;        <a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a8e97caa157d5bc911cee85a261f2aab3">VarRef</a>() : <a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html">VarRef</a>(<span class="stringliteral">&quot;&quot;</span>, <span class="stringliteral">&quot;&quot;</span>, <a class="code" href="../../de/dfb/varAccess_8h.html#ac9af5b5dbabe0b411cc7b2bca48ad72b">VarAccessMode</a>::<a class="code" href="../../de/dfb/varAccess_8h.html#a32d540eb08af15beb398b0febe15d128aa7b843fb734e3b3fea8e5f902d3f4144">READ_WRITE</a>)</div><div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;        {}</div><div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;</div><div class="line"><a name="l00086"></a><span class="lineno"><a class="line" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#ad748b3f0c9a4a986a66152785576a5d4">   86</a></span>&#160;        <span class="keywordtype">bool</span> operator == (<span class="keyword">const</span> <a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html">VarRef</a> &amp;other)<span class="keyword"> const</span></div><div class="line"><a name="l00087"></a><span class="lineno">   87</span>&#160;<span class="keyword">        </span>{</div><div class="line"><a name="l00088"></a><span class="lineno">   88</span>&#160;            <span class="keywordflow">return</span> ((name == other.<a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a8099dc230673bda6d8341c0df3c943dd">name</a>) &amp;&amp; (type == other.<a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a0db1fa63818f9cad4613a868ef9cd8fb">type</a>) &amp;&amp; (access == other.<a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a1336962247173e71bceaf52a5b2fd716">access</a>));</div><div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;        }</div><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;</div><div class="line"><a name="l00091"></a><span class="lineno"><a class="line" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a8099dc230673bda6d8341c0df3c943dd">   91</a></span>&#160;        std::string <a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a8099dc230673bda6d8341c0df3c943dd">name</a>;</div><div class="line"><a name="l00092"></a><span class="lineno"><a class="line" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a0db1fa63818f9cad4613a868ef9cd8fb">   92</a></span>&#160;        std::string <a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a0db1fa63818f9cad4613a868ef9cd8fb">type</a>;</div><div class="line"><a name="l00093"></a><span class="lineno"><a class="line" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a1336962247173e71bceaf52a5b2fd716">   93</a></span>&#160;        <a class="code" href="../../de/dfb/varAccess_8h.html#ac9af5b5dbabe0b411cc7b2bca48ad72b">VarAccessMode</a> <a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a1336962247173e71bceaf52a5b2fd716">access</a>;</div><div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;    };</div><div class="line"><a name="l00095"></a><span class="lineno">   95</span>&#160;</div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;    <span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;    <span class="comment">// Typedefines</span></div><div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;    <span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00099"></a><span class="lineno"><a class="line" href="../../d6/d97/classModels_1_1Base.html#a5a6bc95969a38ac1ac68ab4a0ba94c75">   99</a></span>&#160;    <span class="keyword">typedef</span> std::vector&lt;Var&gt; <a class="code" href="../../d6/d97/classModels_1_1Base.html#a5a6bc95969a38ac1ac68ab4a0ba94c75">VarVec</a>;</div><div class="line"><a name="l00100"></a><span class="lineno"><a class="line" href="../../d6/d97/classModels_1_1Base.html#a55f5a6512bf3fbc71dc753a7f914783a">  100</a></span>&#160;    <span class="keyword">typedef</span> std::vector&lt;VarRef&gt; <a class="code" href="../../d6/d97/classModels_1_1Base.html#a55f5a6512bf3fbc71dc753a7f914783a">VarRefVec</a>;</div><div class="line"><a name="l00101"></a><span class="lineno">  101</span>&#160;</div><div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;    <span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;    <span class="comment">// Declared virtuals</span></div><div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00106"></a><span class="lineno"><a class="line" href="../../d6/d97/classModels_1_1Base.html#a5da12b4e51f0b969510dd97d45ad285a">  106</a></span>&#160;<span class="comment"></span>    <span class="keyword">virtual</span> VarVec <a class="code" href="../../d6/d97/classModels_1_1Base.html#a5da12b4e51f0b969510dd97d45ad285a">getVars</a>()<span class="keyword"> const</span>{ <span class="keywordflow">return</span> {}; }</div><div class="line"><a name="l00107"></a><span class="lineno">  107</span>&#160;</div><div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;    <span class="comment">// Public methods</span></div><div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00112"></a><span class="lineno"><a class="line" href="../../d6/d97/classModels_1_1Base.html#ab54e5508872ef8d1558b7da8aa25bb63">  112</a></span>&#160;<span class="comment"></span>    <span class="keywordtype">size_t</span> <a class="code" href="../../d6/d97/classModels_1_1Base.html#ab54e5508872ef8d1558b7da8aa25bb63">getVarIndex</a>(<span class="keyword">const</span> std::string &amp;varName)<span class="keyword"> const</span></div><div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;<span class="keyword">    </span>{</div><div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160;        <span class="keywordflow">return</span> getNamedVecIndex(varName, getVars());</div><div class="line"><a name="l00115"></a><span class="lineno">  115</span>&#160;    }</div><div class="line"><a name="l00116"></a><span class="lineno">  116</span>&#160;</div><div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;<span class="keyword">protected</span>:</div><div class="line"><a name="l00118"></a><span class="lineno">  118</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00119"></a><span class="lineno">  119</span>&#160;    <span class="comment">// Protected methods</span></div><div class="line"><a name="l00120"></a><span class="lineno">  120</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00121"></a><span class="lineno">  121</span>&#160;    <span class="keywordtype">void</span> <a class="code" href="../../dd/d20/namespaceModels.html#a8b2b07b7cca0433e766bb778a7cf30fd">updateHash</a>(boost::uuids::detail::sha1 &amp;hash) <span class="keyword">const</span>;</div><div class="line"><a name="l00122"></a><span class="lineno">  122</span>&#160;</div><div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;    <span class="keywordtype">void</span> validate() <span class="keyword">const</span>;</div><div class="line"><a name="l00125"></a><span class="lineno">  125</span>&#160;};</div><div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;</div><div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;</div><div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00129"></a><span class="lineno">  129</span>&#160;<span class="comment">// Models::VarInit</span></div><div class="line"><a name="l00130"></a><span class="lineno">  130</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00134"></a><span class="lineno"><a class="line" href="../../d8/dee/classModels_1_1VarInit.html">  134</a></span>&#160;<span class="comment"></span><span class="keyword">class </span><a class="code" href="../../d8/dee/classModels_1_1VarInit.html">VarInit</a> : <span class="keyword">public</span> <a class="code" href="../../d8/df6/classSnippet_1_1Init.html">Snippet::Init</a>&lt;InitVarSnippet::Base&gt;</div><div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;{</div><div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00137"></a><span class="lineno"><a class="line" href="../../d8/dee/classModels_1_1VarInit.html#acb27fde6ac6eda66f81020561ca46a62">  137</a></span>&#160;    <a class="code" href="../../d8/dee/classModels_1_1VarInit.html#acb27fde6ac6eda66f81020561ca46a62">VarInit</a>(<span class="keyword">const</span> <a class="code" href="../../d3/d9e/classInitVarSnippet_1_1Base.html">InitVarSnippet::Base</a> *snippet, <span class="keyword">const</span> std::vector&lt;double&gt; &amp;params)</div><div class="line"><a name="l00138"></a><span class="lineno">  138</span>&#160;        : <a class="code" href="../../df/daa/namespaceSnippet.html">Snippet</a>::Init&lt;<a class="code" href="../../d2/dfc/namespaceInitVarSnippet.html">InitVarSnippet</a>::<a class="code" href="../../d6/d97/classModels_1_1Base.html">Base</a>&gt;(snippet, params)</div><div class="line"><a name="l00139"></a><span class="lineno">  139</span>&#160;    {</div><div class="line"><a name="l00140"></a><span class="lineno">  140</span>&#160;    }</div><div class="line"><a name="l00141"></a><span class="lineno">  141</span>&#160;</div><div class="line"><a name="l00142"></a><span class="lineno"><a class="line" href="../../d8/dee/classModels_1_1VarInit.html#a07c4e76df4caa8a95ff5cf9cce6d7109">  142</a></span>&#160;    <a class="code" href="../../d8/dee/classModels_1_1VarInit.html#a07c4e76df4caa8a95ff5cf9cce6d7109">VarInit</a>(<span class="keywordtype">double</span> constant)</div><div class="line"><a name="l00143"></a><span class="lineno">  143</span>&#160;        : <a class="code" href="../../df/daa/namespaceSnippet.html">Snippet</a>::Init&lt;<a class="code" href="../../d2/dfc/namespaceInitVarSnippet.html">InitVarSnippet</a>::<a class="code" href="../../d6/d97/classModels_1_1Base.html">Base</a>&gt;(<a class="code" href="../../d2/dfc/namespaceInitVarSnippet.html">InitVarSnippet</a>::Constant::getInstance(), {constant})</div><div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160;    {</div><div class="line"><a name="l00145"></a><span class="lineno">  145</span>&#160;    }</div><div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160;};</div><div class="line"><a name="l00147"></a><span class="lineno">  147</span>&#160;</div><div class="line"><a name="l00148"></a><span class="lineno">  148</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160;<span class="comment">// Models::VarInitContainerBase</span></div><div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;<span class="keyword">template</span>&lt;<span class="keywordtype">size_t</span> NumVars&gt;</div><div class="line"><a name="l00152"></a><span class="lineno"><a class="line" href="../../dd/d20/namespaceModels.html#a8253538cc9596a686fc0bdadb60cf15a">  152</a></span>&#160;<span class="keyword">using</span> <a class="code" href="../../db/dbb/classSnippet_1_1InitialiserContainerBase.html">VarInitContainerBase</a> = <a class="code" href="../../db/dbb/classSnippet_1_1InitialiserContainerBase.html">Snippet::InitialiserContainerBase&lt;VarInit, NumVars&gt;</a>;</div><div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160;</div><div class="line"><a name="l00154"></a><span class="lineno">  154</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;<span class="comment">// Models::VarReferenceBase</span></div><div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00157"></a><span class="lineno"><a class="line" href="../../df/d91/classModels_1_1VarReferenceBase.html">  157</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <a class="code" href="../../df/d91/classModels_1_1VarReferenceBase.html">VarReferenceBase</a></div><div class="line"><a name="l00158"></a><span class="lineno">  158</span>&#160;{</div><div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00161"></a><span class="lineno">  161</span>&#160;    <span class="comment">// Public API</span></div><div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00163"></a><span class="lineno"><a class="line" href="../../df/d91/classModels_1_1VarReferenceBase.html#a0614245c5f529c42edf1a6c87f854a0d">  163</a></span>&#160;    <span class="keyword">const</span> <a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html">Models::Base::Var</a> &amp;<a class="code" href="../../df/d91/classModels_1_1VarReferenceBase.html#a0614245c5f529c42edf1a6c87f854a0d">getVar</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_Var; }</div><div class="line"><a name="l00164"></a><span class="lineno"><a class="line" href="../../df/d91/classModels_1_1VarReferenceBase.html#a704fd04cefff717a39d9099be2cb0fd7">  164</a></span>&#160;    <span class="keywordtype">size_t</span> <a class="code" href="../../df/d91/classModels_1_1VarReferenceBase.html#a704fd04cefff717a39d9099be2cb0fd7">getVarIndex</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_VarIndex; }</div><div class="line"><a name="l00165"></a><span class="lineno"><a class="line" href="../../df/d91/classModels_1_1VarReferenceBase.html#ac40d22518bab4dc644a1ec2216c3bc06">  165</a></span>&#160;    std::string <a class="code" href="../../df/d91/classModels_1_1VarReferenceBase.html#ac40d22518bab4dc644a1ec2216c3bc06">getTargetName</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_GetTargetName(); }</div><div class="line"><a name="l00166"></a><span class="lineno">  166</span>&#160;</div><div class="line"><a name="l00167"></a><span class="lineno">  167</span>&#160;<span class="keyword">protected</span>:</div><div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;    <span class="comment">// Typedefines</span></div><div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00171"></a><span class="lineno"><a class="line" href="../../df/d91/classModels_1_1VarReferenceBase.html#a3ecd4b87643fc8b3503035ee49f097cd">  171</a></span>&#160;    <span class="keyword">typedef</span> std::function&lt;std::string(void)&gt; <a class="code" href="../../df/d91/classModels_1_1VarReferenceBase.html#a3ecd4b87643fc8b3503035ee49f097cd">GetTargetNameFn</a>;</div><div class="line"><a name="l00172"></a><span class="lineno">  172</span>&#160;</div><div class="line"><a name="l00173"></a><span class="lineno"><a class="line" href="../../df/d91/classModels_1_1VarReferenceBase.html#a66a02d4326878b7e4abb2e594d68fad4">  173</a></span>&#160;    <a class="code" href="../../df/d91/classModels_1_1VarReferenceBase.html#a66a02d4326878b7e4abb2e594d68fad4">VarReferenceBase</a>(<span class="keywordtype">size_t</span> varIndex, <span class="keyword">const</span> <a class="code" href="../../d6/d97/classModels_1_1Base.html#a5a6bc95969a38ac1ac68ab4a0ba94c75">Models::Base::VarVec</a> &amp;varVec, GetTargetNameFn getTargetName)</div><div class="line"><a name="l00174"></a><span class="lineno">  174</span>&#160;    : m_VarIndex(varIndex), m_Var(varVec.at(varIndex)), m_GetTargetName(getTargetName)</div><div class="line"><a name="l00175"></a><span class="lineno">  175</span>&#160;    {}</div><div class="line"><a name="l00176"></a><span class="lineno">  176</span>&#160;</div><div class="line"><a name="l00177"></a><span class="lineno">  177</span>&#160;<span class="keyword">private</span>:</div><div class="line"><a name="l00178"></a><span class="lineno">  178</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160;    <span class="comment">// Members</span></div><div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00181"></a><span class="lineno">  181</span>&#160;    <span class="keywordtype">size_t</span> m_VarIndex;</div><div class="line"><a name="l00182"></a><span class="lineno">  182</span>&#160;    <a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html">Models::Base::Var</a> m_Var;</div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;    GetTargetNameFn m_GetTargetName;</div><div class="line"><a name="l00184"></a><span class="lineno">  184</span>&#160;};</div><div class="line"><a name="l00185"></a><span class="lineno">  185</span>&#160;</div><div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00187"></a><span class="lineno">  187</span>&#160;<span class="comment">// Models::VarReference</span></div><div class="line"><a name="l00188"></a><span class="lineno">  188</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00189"></a><span class="lineno"><a class="line" href="../../d1/db6/classModels_1_1VarReference.html">  189</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <a class="code" href="../../d1/db6/classModels_1_1VarReference.html">VarReference</a> : <span class="keyword">public</span> <a class="code" href="../../df/d91/classModels_1_1VarReferenceBase.html">VarReferenceBase</a></div><div class="line"><a name="l00190"></a><span class="lineno">  190</span>&#160;{</div><div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00192"></a><span class="lineno">  192</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00193"></a><span class="lineno">  193</span>&#160;    <span class="comment">// Public API</span></div><div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00195"></a><span class="lineno"><a class="line" href="../../d1/db6/classModels_1_1VarReference.html#adcc916abd127b8cac0c0bafd8054677c">  195</a></span>&#160;    <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> <a class="code" href="../../d1/db6/classModels_1_1VarReference.html#adcc916abd127b8cac0c0bafd8054677c">getSize</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_Size; }</div><div class="line"><a name="l00196"></a><span class="lineno"><a class="line" href="../../d1/db6/classModels_1_1VarReference.html#ade16391cb8b1c5d7559acc8873ad79a3">  196</a></span>&#160;    <span class="keyword">const</span> <a class="code" href="../../d7/d3b/classNeuronGroup.html">NeuronGroup</a> *<a class="code" href="../../d1/db6/classModels_1_1VarReference.html#ade16391cb8b1c5d7559acc8873ad79a3">getDelayNeuronGroup</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_GetDelayNeuronGroup(); }</div><div class="line"><a name="l00197"></a><span class="lineno">  197</span>&#160;</div><div class="line"><a name="l00198"></a><span class="lineno">  198</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00199"></a><span class="lineno">  199</span>&#160;    <span class="comment">// Static API</span></div><div class="line"><a name="l00200"></a><span class="lineno">  200</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00201"></a><span class="lineno">  201</span>&#160;    <span class="keyword">static</span> <a class="code" href="../../d1/db6/classModels_1_1VarReference.html">VarReference</a> <a class="code" href="../../dc/de1/modelSpec_8h.html#ae926ed9264cd23650134184f0e3f5fc5">createVarRef</a>(<span class="keyword">const</span> <a class="code" href="../../d7/d3b/classNeuronGroup.html">NeuronGroup</a> *ng, <span class="keyword">const</span> std::string &amp;varName);</div><div class="line"><a name="l00202"></a><span class="lineno">  202</span>&#160;    <span class="keyword">static</span> <a class="code" href="../../d1/db6/classModels_1_1VarReference.html">VarReference</a> <a class="code" href="../../dc/de1/modelSpec_8h.html#ae926ed9264cd23650134184f0e3f5fc5">createVarRef</a>(<span class="keyword">const</span> <a class="code" href="../../d1/d48/classCurrentSource.html">CurrentSource</a> *cs, <span class="keyword">const</span> std::string &amp;varName);</div><div class="line"><a name="l00203"></a><span class="lineno">  203</span>&#160;    <span class="keyword">static</span> <a class="code" href="../../d1/db6/classModels_1_1VarReference.html">VarReference</a> <a class="code" href="../../dc/de1/modelSpec_8h.html#ae926ed9264cd23650134184f0e3f5fc5">createVarRef</a>(<span class="keyword">const</span> <a class="code" href="../../d7/d60/classCustomUpdate.html">CustomUpdate</a> *su, <span class="keyword">const</span> std::string &amp;varName);</div><div class="line"><a name="l00204"></a><span class="lineno">  204</span>&#160;    <span class="keyword">static</span> <a class="code" href="../../d1/db6/classModels_1_1VarReference.html">VarReference</a> <a class="code" href="../../dc/de1/modelSpec_8h.html#ae3122b4c3014543014ba3ae069dea3b3">createPSMVarRef</a>(<span class="keyword">const</span> <a class="code" href="../../dc/dfa/classSynapseGroup.html">SynapseGroup</a> *sg, <span class="keyword">const</span> std::string &amp;varName);</div><div class="line"><a name="l00205"></a><span class="lineno">  205</span>&#160;    <span class="keyword">static</span> <a class="code" href="../../d1/db6/classModels_1_1VarReference.html">VarReference</a> <a class="code" href="../../dc/de1/modelSpec_8h.html#af363b46a26aa7e1467d6888d350df204">createWUPreVarRef</a>(<span class="keyword">const</span> <a class="code" href="../../dc/dfa/classSynapseGroup.html">SynapseGroup</a> *sg, <span class="keyword">const</span> std::string &amp;varName);</div><div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;    <span class="keyword">static</span> <a class="code" href="../../d1/db6/classModels_1_1VarReference.html">VarReference</a> <a class="code" href="../../dc/de1/modelSpec_8h.html#a128802a0e427a69687694b86ed4d14f4">createWUPostVarRef</a>(<span class="keyword">const</span> <a class="code" href="../../dc/dfa/classSynapseGroup.html">SynapseGroup</a> *sg, <span class="keyword">const</span> std::string &amp;varName);</div><div class="line"><a name="l00207"></a><span class="lineno">  207</span>&#160;    </div><div class="line"><a name="l00208"></a><span class="lineno">  208</span>&#160;<span class="keyword">private</span>:</div><div class="line"><a name="l00209"></a><span class="lineno">  209</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;    <span class="comment">// Typedefines</span></div><div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00212"></a><span class="lineno">  212</span>&#160;    <span class="keyword">typedef</span> std::function&lt;const NeuronGroup*(void)&gt; GetDelayNeuronGroupFn;</div><div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;</div><div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;    <a class="code" href="../../d1/db6/classModels_1_1VarReference.html">VarReference</a>(<span class="keyword">const</span> <a class="code" href="../../dc/da3/classNeuronGroupInternal.html">NeuronGroupInternal</a> *ng, <span class="keyword">const</span> std::string &amp;varName);</div><div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;    <a class="code" href="../../d1/db6/classModels_1_1VarReference.html">VarReference</a>(<span class="keyword">const</span> <a class="code" href="../../d6/de6/classCurrentSourceInternal.html">CurrentSourceInternal</a> *cs, <span class="keyword">const</span> std::string &amp;varName);</div><div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;    <a class="code" href="../../d1/db6/classModels_1_1VarReference.html">VarReference</a>(<span class="keyword">const</span> <a class="code" href="../../d7/d60/classCustomUpdate.html">CustomUpdate</a> *cu, <span class="keyword">const</span> std::string &amp;varName);</div><div class="line"><a name="l00217"></a><span class="lineno">  217</span>&#160;    <a class="code" href="../../d1/db6/classModels_1_1VarReference.html">VarReference</a>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> size, GetDelayNeuronGroupFn getDelayNeuronGroup,</div><div class="line"><a name="l00218"></a><span class="lineno">  218</span>&#160;                 <span class="keywordtype">size_t</span> varIndex, <span class="keyword">const</span> <a class="code" href="../../d6/d97/classModels_1_1Base.html#a5a6bc95969a38ac1ac68ab4a0ba94c75">Models::Base::VarVec</a> &amp;varVec, <a class="code" href="../../df/d91/classModels_1_1VarReferenceBase.html#a3ecd4b87643fc8b3503035ee49f097cd">GetTargetNameFn</a> getTargetNameFn);</div><div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;</div><div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;    <span class="comment">// Members</span></div><div class="line"><a name="l00222"></a><span class="lineno">  222</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00223"></a><span class="lineno">  223</span>&#160;    <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> m_Size;</div><div class="line"><a name="l00224"></a><span class="lineno">  224</span>&#160;    GetDelayNeuronGroupFn m_GetDelayNeuronGroup;</div><div class="line"><a name="l00225"></a><span class="lineno">  225</span>&#160;};</div><div class="line"><a name="l00226"></a><span class="lineno">  226</span>&#160;</div><div class="line"><a name="l00227"></a><span class="lineno">  227</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00228"></a><span class="lineno">  228</span>&#160;<span class="comment">// Models::VarReferenceContainerBase</span></div><div class="line"><a name="l00229"></a><span class="lineno">  229</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00230"></a><span class="lineno">  230</span>&#160;<span class="keyword">template</span>&lt;<span class="keywordtype">size_t</span> NumVars&gt;</div><div class="line"><a name="l00231"></a><span class="lineno"><a class="line" href="../../dd/d20/namespaceModels.html#a7c3dba8861d8593d5ea00006bcb7ae9c">  231</a></span>&#160;<span class="keyword">using</span> <a class="code" href="../../db/dbb/classSnippet_1_1InitialiserContainerBase.html">VarReferenceContainerBase</a> = <a class="code" href="../../db/dbb/classSnippet_1_1InitialiserContainerBase.html">Snippet::InitialiserContainerBase&lt;VarReference, NumVars&gt;</a>;</div><div class="line"><a name="l00232"></a><span class="lineno">  232</span>&#160;</div><div class="line"><a name="l00233"></a><span class="lineno">  233</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00234"></a><span class="lineno">  234</span>&#160;<span class="comment">// Models::WUVarReference</span></div><div class="line"><a name="l00235"></a><span class="lineno">  235</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00236"></a><span class="lineno"><a class="line" href="../../dc/d6d/classModels_1_1WUVarReference.html">  236</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <a class="code" href="../../dc/d6d/classModels_1_1WUVarReference.html">WUVarReference</a> : <span class="keyword">public</span> <a class="code" href="../../df/d91/classModels_1_1VarReferenceBase.html">VarReferenceBase</a></div><div class="line"><a name="l00237"></a><span class="lineno">  237</span>&#160;{</div><div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;    <a class="code" href="../../dc/d6d/classModels_1_1WUVarReference.html">WUVarReference</a>(<span class="keyword">const</span> <a class="code" href="../../dc/dfa/classSynapseGroup.html">SynapseGroup</a> *sg, <span class="keyword">const</span> std::string &amp;varName,</div><div class="line"><a name="l00240"></a><span class="lineno">  240</span>&#160;                   <span class="keyword">const</span> <a class="code" href="../../dc/dfa/classSynapseGroup.html">SynapseGroup</a> *transposeSG = <span class="keyword">nullptr</span>, <span class="keyword">const</span> std::string &amp;transposeVarName = <span class="stringliteral">&quot;&quot;</span>);</div><div class="line"><a name="l00241"></a><span class="lineno">  241</span>&#160;    <a class="code" href="../../dc/d6d/classModels_1_1WUVarReference.html">WUVarReference</a>(<span class="keyword">const</span> <a class="code" href="../../db/dd4/classCustomUpdateWU.html">CustomUpdateWU</a> *cu, <span class="keyword">const</span> std::string &amp;varName);</div><div class="line"><a name="l00242"></a><span class="lineno">  242</span>&#160;</div><div class="line"><a name="l00243"></a><span class="lineno">  243</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00244"></a><span class="lineno">  244</span>&#160;    <span class="comment">// Public API</span></div><div class="line"><a name="l00245"></a><span class="lineno">  245</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;    <span class="keyword">const</span> <a class="code" href="../../dc/dfa/classSynapseGroup.html">SynapseGroup</a> *getSynapseGroup() <span class="keyword">const</span>;</div><div class="line"><a name="l00247"></a><span class="lineno">  247</span>&#160;</div><div class="line"><a name="l00248"></a><span class="lineno">  248</span>&#160;    <span class="keyword">const</span> <a class="code" href="../../dc/dfa/classSynapseGroup.html">SynapseGroup</a> *getTransposeSynapseGroup() <span class="keyword">const</span>;</div><div class="line"><a name="l00249"></a><span class="lineno"><a class="line" href="../../dc/d6d/classModels_1_1WUVarReference.html#af43dfbe1f3ff7229a478d7b286ce62cd">  249</a></span>&#160;    <span class="keyword">const</span> <a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html">Models::Base::Var</a> &amp;<a class="code" href="../../dc/d6d/classModels_1_1WUVarReference.html#af43dfbe1f3ff7229a478d7b286ce62cd">getTransposeVar</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_TransposeVar; }</div><div class="line"><a name="l00250"></a><span class="lineno"><a class="line" href="../../dc/d6d/classModels_1_1WUVarReference.html#a1b3cbb8c75e07e578eaafd314527b4b8">  250</a></span>&#160;    <span class="keywordtype">size_t</span> <a class="code" href="../../dc/d6d/classModels_1_1WUVarReference.html#a1b3cbb8c75e07e578eaafd314527b4b8">getTransposeVarIndex</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_TransposeVarIndex; }</div><div class="line"><a name="l00251"></a><span class="lineno"><a class="line" href="../../dc/d6d/classModels_1_1WUVarReference.html#a2b69d2bcacba02af91262249cbca5ae0">  251</a></span>&#160;    std::string <a class="code" href="../../dc/d6d/classModels_1_1WUVarReference.html#a2b69d2bcacba02af91262249cbca5ae0">getTransposeTargetName</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_GetTransposeTargetName(); }</div><div class="line"><a name="l00252"></a><span class="lineno">  252</span>&#160;</div><div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;<span class="keyword">private</span>:</div><div class="line"><a name="l00254"></a><span class="lineno">  254</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00255"></a><span class="lineno">  255</span>&#160;    <span class="comment">// Members</span></div><div class="line"><a name="l00256"></a><span class="lineno">  256</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00257"></a><span class="lineno">  257</span>&#160;    <span class="keyword">const</span> <a class="code" href="../../dd/d48/classSynapseGroupInternal.html">SynapseGroupInternal</a> *m_SG;</div><div class="line"><a name="l00258"></a><span class="lineno">  258</span>&#160;    <span class="keyword">const</span> <a class="code" href="../../dd/d48/classSynapseGroupInternal.html">SynapseGroupInternal</a> *m_TransposeSG;</div><div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;    <span class="keywordtype">size_t</span> m_TransposeVarIndex;</div><div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;    <a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html">Models::Base::Var</a> m_TransposeVar;</div><div class="line"><a name="l00261"></a><span class="lineno">  261</span>&#160;    <a class="code" href="../../df/d91/classModels_1_1VarReferenceBase.html#a3ecd4b87643fc8b3503035ee49f097cd">GetTargetNameFn</a> m_GetTransposeTargetName;</div><div class="line"><a name="l00262"></a><span class="lineno">  262</span>&#160;};</div><div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;</div><div class="line"><a name="l00264"></a><span class="lineno">  264</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00265"></a><span class="lineno">  265</span>&#160;<span class="comment">// Models::WUVarReferenceContainerBase</span></div><div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00267"></a><span class="lineno">  267</span>&#160;<span class="keyword">template</span>&lt;<span class="keywordtype">size_t</span> NumVars&gt;</div><div class="line"><a name="l00268"></a><span class="lineno"><a class="line" href="../../dd/d20/namespaceModels.html#af21fe15595e4e0ded13ecf3a0ef78e42">  268</a></span>&#160;<span class="keyword">using</span> <a class="code" href="../../db/dbb/classSnippet_1_1InitialiserContainerBase.html">WUVarReferenceContainerBase</a> = <a class="code" href="../../db/dbb/classSnippet_1_1InitialiserContainerBase.html">Snippet::InitialiserContainerBase&lt;WUVarReference, NumVars&gt;</a>;</div><div class="line"><a name="l00269"></a><span class="lineno">  269</span>&#160;</div><div class="line"><a name="l00270"></a><span class="lineno">  270</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00271"></a><span class="lineno">  271</span>&#160;<span class="comment">// updateHash overrides</span></div><div class="line"><a name="l00272"></a><span class="lineno">  272</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00273"></a><span class="lineno">  273</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <span class="keywordtype">void</span> <a class="code" href="../../dd/d20/namespaceModels.html#a8b2b07b7cca0433e766bb778a7cf30fd">updateHash</a>(<span class="keyword">const</span> <a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html">Base::Var</a> &amp;v, boost::uuids::detail::sha1 &amp;hash);</div><div class="line"><a name="l00274"></a><span class="lineno">  274</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <span class="keywordtype">void</span> <a class="code" href="../../dd/d20/namespaceModels.html#a8b2b07b7cca0433e766bb778a7cf30fd">updateHash</a>(<span class="keyword">const</span> <a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html">Base::VarRef</a> &amp;v, boost::uuids::detail::sha1 &amp;hash);</div><div class="line"><a name="l00275"></a><span class="lineno">  275</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <span class="keywordtype">void</span> <a class="code" href="../../dd/d20/namespaceModels.html#a8b2b07b7cca0433e766bb778a7cf30fd">updateHash</a>(<span class="keyword">const</span> <a class="code" href="../../d1/db6/classModels_1_1VarReference.html">VarReference</a> &amp;v, boost::uuids::detail::sha1 &amp;hash);</div><div class="line"><a name="l00276"></a><span class="lineno">  276</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <span class="keywordtype">void</span> <a class="code" href="../../dd/d20/namespaceModels.html#a8b2b07b7cca0433e766bb778a7cf30fd">updateHash</a>(<span class="keyword">const</span> <a class="code" href="../../dc/d6d/classModels_1_1WUVarReference.html">WUVarReference</a> &amp;v, boost::uuids::detail::sha1 &amp;hash);</div><div class="line"><a name="l00277"></a><span class="lineno">  277</span>&#160;} <span class="comment">// Models</span></div><div class="ttc" id="structModels_1_1Base_1_1Var_html_a0cd74662a030e8cd95027844b47f09a0"><div class="ttname"><a href="../../d5/d42/structModels_1_1Base_1_1Var.html#a0cd74662a030e8cd95027844b47f09a0">Models::Base::Var::type</a></div><div class="ttdeci">std::string type</div><div class="ttdef"><b>Definition:</b> models.h:73</div></div>
+<a href="../../d4/d13/models_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;</div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment">// Standard C++ includes</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="preprocessor">#include &lt;algorithm&gt;</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="preprocessor">#include &lt;functional&gt;</span></div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="preprocessor">#include &lt;string&gt;</span></div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="preprocessor">#include &lt;vector&gt;</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;</div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="comment">// GeNN includes</span></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../de/d6c/snippet_8h.html">snippet.h</a>&quot;</span></div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d9/ddf/initVarSnippet_8h.html">initVarSnippet.h</a>&quot;</span></div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../de/dfb/varAccess_8h.html">varAccess.h</a>&quot;</span></div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;</div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="comment">// Forward declarations</span></div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="keyword">class </span><a class="code" href="../../d7/d60/classCustomUpdate.html">CustomUpdate</a>;</div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;<span class="keyword">class </span><a class="code" href="../../db/dd4/classCustomUpdateWU.html">CustomUpdateWU</a>;</div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;<span class="keyword">class </span><a class="code" href="../../d7/d3b/classNeuronGroup.html">NeuronGroup</a>;</div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="keyword">class </span><a class="code" href="../../dc/dfa/classSynapseGroup.html">SynapseGroup</a>;</div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;<span class="keyword">class </span><a class="code" href="../../d1/d48/classCurrentSource.html">CurrentSource</a>;</div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;<span class="keyword">class </span><a class="code" href="../../dc/da3/classNeuronGroupInternal.html">NeuronGroupInternal</a>;</div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;<span class="keyword">class </span><a class="code" href="../../dd/d48/classSynapseGroupInternal.html">SynapseGroupInternal</a>;</div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;<span class="keyword">class </span><a class="code" href="../../d6/de6/classCurrentSourceInternal.html">CurrentSourceInternal</a>;</div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;<span class="keyword">namespace </span><a class="code" href="../../d0/d02/namespaceCodeGenerator.html">CodeGenerator</a></div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;{</div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;<span class="keyword">class </span>BackendBase;</div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;}</div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;</div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;<span class="comment">// Macros</span></div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00031"></a><span class="lineno"><a class="line" href="../../d4/d13/models_8h.html#ae0c817e85c196f39cf62d608883cda13">   31</a></span>&#160;<span class="preprocessor">#define DECLARE_MODEL(TYPE, NUM_PARAMS, NUM_VARS)                       \</span></div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;<span class="preprocessor">    DECLARE_SNIPPET(TYPE, NUM_PARAMS);                                  \</span></div><div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;<span class="preprocessor">    typedef Models::VarInitContainerBase&lt;NUM_VARS&gt; VarValues;        \</span></div><div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;<span class="preprocessor">    typedef Models::VarInitContainerBase&lt;0&gt; PreVarValues;            \</span></div><div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;<span class="preprocessor">    typedef Models::VarInitContainerBase&lt;0&gt; PostVarValues</span></div><div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;</div><div class="line"><a name="l00037"></a><span class="lineno"><a class="line" href="../../d4/d13/models_8h.html#a0f3d066ed16dd93ee24912f38826520b">   37</a></span>&#160;<span class="preprocessor">#define IMPLEMENT_MODEL(TYPE) IMPLEMENT_SNIPPET(TYPE)</span></div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;</div><div class="line"><a name="l00039"></a><span class="lineno"><a class="line" href="../../d4/d13/models_8h.html#a3025b9fc844fccdf8cc2b51ef4a6e0aa">   39</a></span>&#160;<span class="preprocessor">#define SET_VARS(...) virtual VarVec getVars() const override{ return __VA_ARGS__; }</span></div><div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;</div><div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;</div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160;<span class="comment">// Models::Base</span></div><div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;<span class="comment"></span><span class="keyword">namespace </span><a class="code" href="../../dd/d20/namespaceModels.html">Models</a></div><div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;{</div><div class="line"><a name="l00048"></a><span class="lineno"><a class="line" href="../../d6/d97/classModels_1_1Base.html">   48</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <a class="code" href="../../d6/d97/classModels_1_1Base.html">Base</a> : <span class="keyword">public</span> <a class="code" href="../../db/d97/classSnippet_1_1Base.html">Snippet::Base</a></div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;{</div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;    <span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;    <span class="comment">// Structs</span></div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;    <span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;<span class="comment"></span></div><div class="line"><a name="l00058"></a><span class="lineno"><a class="line" href="../../d5/d42/structModels_1_1Base_1_1Var.html">   58</a></span>&#160;    <span class="keyword">struct </span><a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html">Var</a></div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;    {</div><div class="line"><a name="l00060"></a><span class="lineno"><a class="line" href="../../d5/d42/structModels_1_1Base_1_1Var.html#ad2186427408c204f026878e16e1392a5">   60</a></span>&#160;        <a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html#ad2186427408c204f026878e16e1392a5">Var</a>(<span class="keyword">const</span> std::string &amp;n, <span class="keyword">const</span> std::string &amp;t, <a class="code" href="../../de/dfb/varAccess_8h.html#ae8a5891c5d3beb45321e2f850539452f">VarAccess</a> a) : name(n), type(t), access(a)</div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;        {}</div><div class="line"><a name="l00062"></a><span class="lineno"><a class="line" href="../../d5/d42/structModels_1_1Base_1_1Var.html#a7e8510b76838b833f738be333cbc8f16">   62</a></span>&#160;        <a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html#a7e8510b76838b833f738be333cbc8f16">Var</a>(<span class="keyword">const</span> std::string &amp;n, <span class="keyword">const</span> std::string &amp;t) : <a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html">Var</a>(n, t, <a class="code" href="../../de/dfb/varAccess_8h.html#ae8a5891c5d3beb45321e2f850539452f">VarAccess</a>::<a class="code" href="../../de/dfb/varAccess_8h.html#a32d540eb08af15beb398b0febe15d128aa7b843fb734e3b3fea8e5f902d3f4144">READ_WRITE</a>)</div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;        {}</div><div class="line"><a name="l00064"></a><span class="lineno"><a class="line" href="../../d5/d42/structModels_1_1Base_1_1Var.html#a3f416643a3668eac22768b43bbb42e50">   64</a></span>&#160;        <a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html#a3f416643a3668eac22768b43bbb42e50">Var</a>() : <a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html">Var</a>(<span class="stringliteral">&quot;&quot;</span>, <span class="stringliteral">&quot;&quot;</span>, <a class="code" href="../../de/dfb/varAccess_8h.html#ae8a5891c5d3beb45321e2f850539452f">VarAccess</a>::<a class="code" href="../../de/dfb/varAccess_8h.html#a32d540eb08af15beb398b0febe15d128aa7b843fb734e3b3fea8e5f902d3f4144">READ_WRITE</a>)</div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;        {}</div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;</div><div class="line"><a name="l00067"></a><span class="lineno"><a class="line" href="../../d5/d42/structModels_1_1Base_1_1Var.html#a5e02cd102fc3a8af0aba0ec04346235f">   67</a></span>&#160;        <span class="keywordtype">bool</span> operator == (<span class="keyword">const</span> <a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html">Var</a> &amp;other)<span class="keyword"> const</span></div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;<span class="keyword">        </span>{</div><div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;            <span class="keywordflow">return</span> ((name == other.<a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html#a333472c1ad027594ee870b1994f884b1">name</a>) &amp;&amp; (type == other.<a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html#a0cd74662a030e8cd95027844b47f09a0">type</a>) &amp;&amp; (access == other.<a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html#a43fa55b9b858bb7b6fd9927267aa61ae">access</a>));</div><div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;        }</div><div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;</div><div class="line"><a name="l00072"></a><span class="lineno"><a class="line" href="../../d5/d42/structModels_1_1Base_1_1Var.html#a333472c1ad027594ee870b1994f884b1">   72</a></span>&#160;        std::string <a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html#a333472c1ad027594ee870b1994f884b1">name</a>;</div><div class="line"><a name="l00073"></a><span class="lineno"><a class="line" href="../../d5/d42/structModels_1_1Base_1_1Var.html#a0cd74662a030e8cd95027844b47f09a0">   73</a></span>&#160;        std::string <a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html#a0cd74662a030e8cd95027844b47f09a0">type</a>;</div><div class="line"><a name="l00074"></a><span class="lineno"><a class="line" href="../../d5/d42/structModels_1_1Base_1_1Var.html#a43fa55b9b858bb7b6fd9927267aa61ae">   74</a></span>&#160;        <a class="code" href="../../de/dfb/varAccess_8h.html#ae8a5891c5d3beb45321e2f850539452f">VarAccess</a> <a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html#a43fa55b9b858bb7b6fd9927267aa61ae">access</a>;</div><div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;    };</div><div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160;</div><div class="line"><a name="l00077"></a><span class="lineno"><a class="line" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html">   77</a></span>&#160;    <span class="keyword">struct </span><a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html">VarRef</a></div><div class="line"><a name="l00078"></a><span class="lineno">   78</span>&#160;    {</div><div class="line"><a name="l00079"></a><span class="lineno"><a class="line" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a54e7f72685ca10b68fa89378262698e2">   79</a></span>&#160;        <a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a54e7f72685ca10b68fa89378262698e2">VarRef</a>(<span class="keyword">const</span> std::string &amp;n, <span class="keyword">const</span> std::string &amp;t, <a class="code" href="../../de/dfb/varAccess_8h.html#ac9af5b5dbabe0b411cc7b2bca48ad72b">VarAccessMode</a> a) : name(n), type(t), access(a)</div><div class="line"><a name="l00080"></a><span class="lineno">   80</span>&#160;        {}</div><div class="line"><a name="l00081"></a><span class="lineno"><a class="line" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a547d1985600c0af6f4274f13a0f94af2">   81</a></span>&#160;        <a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a547d1985600c0af6f4274f13a0f94af2">VarRef</a>(<span class="keyword">const</span> std::string &amp;n, <span class="keyword">const</span> std::string &amp;t) : <a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html">VarRef</a>(n, t, <a class="code" href="../../de/dfb/varAccess_8h.html#ac9af5b5dbabe0b411cc7b2bca48ad72b">VarAccessMode</a>::<a class="code" href="../../de/dfb/varAccess_8h.html#a32d540eb08af15beb398b0febe15d128aa7b843fb734e3b3fea8e5f902d3f4144">READ_WRITE</a>)</div><div class="line"><a name="l00082"></a><span class="lineno">   82</span>&#160;        {}</div><div class="line"><a name="l00083"></a><span class="lineno"><a class="line" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a8e97caa157d5bc911cee85a261f2aab3">   83</a></span>&#160;        <a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a8e97caa157d5bc911cee85a261f2aab3">VarRef</a>() : <a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html">VarRef</a>(<span class="stringliteral">&quot;&quot;</span>, <span class="stringliteral">&quot;&quot;</span>, <a class="code" href="../../de/dfb/varAccess_8h.html#ac9af5b5dbabe0b411cc7b2bca48ad72b">VarAccessMode</a>::<a class="code" href="../../de/dfb/varAccess_8h.html#a32d540eb08af15beb398b0febe15d128aa7b843fb734e3b3fea8e5f902d3f4144">READ_WRITE</a>)</div><div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;        {}</div><div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;</div><div class="line"><a name="l00086"></a><span class="lineno"><a class="line" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#ad748b3f0c9a4a986a66152785576a5d4">   86</a></span>&#160;        <span class="keywordtype">bool</span> operator == (<span class="keyword">const</span> <a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html">VarRef</a> &amp;other)<span class="keyword"> const</span></div><div class="line"><a name="l00087"></a><span class="lineno">   87</span>&#160;<span class="keyword">        </span>{</div><div class="line"><a name="l00088"></a><span class="lineno">   88</span>&#160;            <span class="keywordflow">return</span> ((name == other.<a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a8099dc230673bda6d8341c0df3c943dd">name</a>) &amp;&amp; (type == other.<a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a0db1fa63818f9cad4613a868ef9cd8fb">type</a>) &amp;&amp; (access == other.<a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a1336962247173e71bceaf52a5b2fd716">access</a>));</div><div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;        }</div><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;</div><div class="line"><a name="l00091"></a><span class="lineno"><a class="line" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a8099dc230673bda6d8341c0df3c943dd">   91</a></span>&#160;        std::string <a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a8099dc230673bda6d8341c0df3c943dd">name</a>;</div><div class="line"><a name="l00092"></a><span class="lineno"><a class="line" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a0db1fa63818f9cad4613a868ef9cd8fb">   92</a></span>&#160;        std::string <a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a0db1fa63818f9cad4613a868ef9cd8fb">type</a>;</div><div class="line"><a name="l00093"></a><span class="lineno"><a class="line" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a1336962247173e71bceaf52a5b2fd716">   93</a></span>&#160;        <a class="code" href="../../de/dfb/varAccess_8h.html#ac9af5b5dbabe0b411cc7b2bca48ad72b">VarAccessMode</a> <a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a1336962247173e71bceaf52a5b2fd716">access</a>;</div><div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;    };</div><div class="line"><a name="l00095"></a><span class="lineno">   95</span>&#160;</div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;    <span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;    <span class="comment">// Typedefines</span></div><div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;    <span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00099"></a><span class="lineno"><a class="line" href="../../d6/d97/classModels_1_1Base.html#a5a6bc95969a38ac1ac68ab4a0ba94c75">   99</a></span>&#160;    <span class="keyword">typedef</span> std::vector&lt;Var&gt; <a class="code" href="../../d6/d97/classModels_1_1Base.html#a5a6bc95969a38ac1ac68ab4a0ba94c75">VarVec</a>;</div><div class="line"><a name="l00100"></a><span class="lineno"><a class="line" href="../../d6/d97/classModels_1_1Base.html#a55f5a6512bf3fbc71dc753a7f914783a">  100</a></span>&#160;    <span class="keyword">typedef</span> std::vector&lt;VarRef&gt; <a class="code" href="../../d6/d97/classModels_1_1Base.html#a55f5a6512bf3fbc71dc753a7f914783a">VarRefVec</a>;</div><div class="line"><a name="l00101"></a><span class="lineno">  101</span>&#160;</div><div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;    <span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;    <span class="comment">// Declared virtuals</span></div><div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00106"></a><span class="lineno"><a class="line" href="../../d6/d97/classModels_1_1Base.html#a5da12b4e51f0b969510dd97d45ad285a">  106</a></span>&#160;<span class="comment"></span>    <span class="keyword">virtual</span> VarVec <a class="code" href="../../d6/d97/classModels_1_1Base.html#a5da12b4e51f0b969510dd97d45ad285a">getVars</a>()<span class="keyword"> const</span>{ <span class="keywordflow">return</span> {}; }</div><div class="line"><a name="l00107"></a><span class="lineno">  107</span>&#160;</div><div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;    <span class="comment">// Public methods</span></div><div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00112"></a><span class="lineno"><a class="line" href="../../d6/d97/classModels_1_1Base.html#ab54e5508872ef8d1558b7da8aa25bb63">  112</a></span>&#160;<span class="comment"></span>    <span class="keywordtype">size_t</span> <a class="code" href="../../d6/d97/classModels_1_1Base.html#ab54e5508872ef8d1558b7da8aa25bb63">getVarIndex</a>(<span class="keyword">const</span> std::string &amp;varName)<span class="keyword"> const</span></div><div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;<span class="keyword">    </span>{</div><div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160;        <span class="keywordflow">return</span> getNamedVecIndex(varName, getVars());</div><div class="line"><a name="l00115"></a><span class="lineno">  115</span>&#160;    }</div><div class="line"><a name="l00116"></a><span class="lineno">  116</span>&#160;</div><div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;<span class="keyword">protected</span>:</div><div class="line"><a name="l00118"></a><span class="lineno">  118</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00119"></a><span class="lineno">  119</span>&#160;    <span class="comment">// Protected methods</span></div><div class="line"><a name="l00120"></a><span class="lineno">  120</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00121"></a><span class="lineno">  121</span>&#160;    <span class="keywordtype">void</span> <a class="code" href="../../dd/d20/namespaceModels.html#a8b2b07b7cca0433e766bb778a7cf30fd">updateHash</a>(boost::uuids::detail::sha1 &amp;hash) <span class="keyword">const</span>;</div><div class="line"><a name="l00122"></a><span class="lineno">  122</span>&#160;</div><div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;    <span class="keywordtype">void</span> validate() <span class="keyword">const</span>;</div><div class="line"><a name="l00125"></a><span class="lineno">  125</span>&#160;};</div><div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;</div><div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;</div><div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00129"></a><span class="lineno">  129</span>&#160;<span class="comment">// Models::VarInit</span></div><div class="line"><a name="l00130"></a><span class="lineno">  130</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00134"></a><span class="lineno"><a class="line" href="../../d8/dee/classModels_1_1VarInit.html">  134</a></span>&#160;<span class="comment"></span><span class="keyword">class </span><a class="code" href="../../d8/dee/classModels_1_1VarInit.html">VarInit</a> : <span class="keyword">public</span> <a class="code" href="../../d8/df6/classSnippet_1_1Init.html">Snippet::Init</a>&lt;InitVarSnippet::Base&gt;</div><div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;{</div><div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00137"></a><span class="lineno"><a class="line" href="../../d8/dee/classModels_1_1VarInit.html#acb27fde6ac6eda66f81020561ca46a62">  137</a></span>&#160;    <a class="code" href="../../d8/dee/classModels_1_1VarInit.html#acb27fde6ac6eda66f81020561ca46a62">VarInit</a>(<span class="keyword">const</span> <a class="code" href="../../d3/d9e/classInitVarSnippet_1_1Base.html">InitVarSnippet::Base</a> *snippet, <span class="keyword">const</span> std::vector&lt;double&gt; &amp;params)</div><div class="line"><a name="l00138"></a><span class="lineno">  138</span>&#160;        : <a class="code" href="../../df/daa/namespaceSnippet.html">Snippet</a>::Init&lt;<a class="code" href="../../d2/dfc/namespaceInitVarSnippet.html">InitVarSnippet</a>::<a class="code" href="../../d6/d97/classModels_1_1Base.html">Base</a>&gt;(snippet, params)</div><div class="line"><a name="l00139"></a><span class="lineno">  139</span>&#160;    {</div><div class="line"><a name="l00140"></a><span class="lineno">  140</span>&#160;    }</div><div class="line"><a name="l00141"></a><span class="lineno">  141</span>&#160;</div><div class="line"><a name="l00142"></a><span class="lineno"><a class="line" href="../../d8/dee/classModels_1_1VarInit.html#a07c4e76df4caa8a95ff5cf9cce6d7109">  142</a></span>&#160;    <a class="code" href="../../d8/dee/classModels_1_1VarInit.html#a07c4e76df4caa8a95ff5cf9cce6d7109">VarInit</a>(<span class="keywordtype">double</span> constant)</div><div class="line"><a name="l00143"></a><span class="lineno">  143</span>&#160;        : <a class="code" href="../../df/daa/namespaceSnippet.html">Snippet</a>::Init&lt;<a class="code" href="../../d2/dfc/namespaceInitVarSnippet.html">InitVarSnippet</a>::<a class="code" href="../../d6/d97/classModels_1_1Base.html">Base</a>&gt;(<a class="code" href="../../d2/dfc/namespaceInitVarSnippet.html">InitVarSnippet</a>::Constant::getInstance(), {constant})</div><div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160;    {</div><div class="line"><a name="l00145"></a><span class="lineno">  145</span>&#160;    }</div><div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160;};</div><div class="line"><a name="l00147"></a><span class="lineno">  147</span>&#160;</div><div class="line"><a name="l00148"></a><span class="lineno">  148</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160;<span class="comment">// Models::VarInitContainerBase</span></div><div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;<span class="keyword">template</span>&lt;<span class="keywordtype">size_t</span> NumVars&gt;</div><div class="line"><a name="l00152"></a><span class="lineno"><a class="line" href="../../dd/d20/namespaceModels.html#a8253538cc9596a686fc0bdadb60cf15a">  152</a></span>&#160;<span class="keyword">using</span> <a class="code" href="../../db/dbb/classSnippet_1_1InitialiserContainerBase.html">VarInitContainerBase</a> = <a class="code" href="../../db/dbb/classSnippet_1_1InitialiserContainerBase.html">Snippet::InitialiserContainerBase&lt;VarInit, NumVars&gt;</a>;</div><div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160;</div><div class="line"><a name="l00154"></a><span class="lineno">  154</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;<span class="comment">// Models::VarReferenceBase</span></div><div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00157"></a><span class="lineno"><a class="line" href="../../df/d91/classModels_1_1VarReferenceBase.html">  157</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <a class="code" href="../../df/d91/classModels_1_1VarReferenceBase.html">VarReferenceBase</a></div><div class="line"><a name="l00158"></a><span class="lineno">  158</span>&#160;{</div><div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00161"></a><span class="lineno">  161</span>&#160;    <span class="comment">// Public API</span></div><div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00163"></a><span class="lineno"><a class="line" href="../../df/d91/classModels_1_1VarReferenceBase.html#a0614245c5f529c42edf1a6c87f854a0d">  163</a></span>&#160;    <span class="keyword">const</span> <a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html">Models::Base::Var</a> &amp;<a class="code" href="../../df/d91/classModels_1_1VarReferenceBase.html#a0614245c5f529c42edf1a6c87f854a0d">getVar</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_Var; }</div><div class="line"><a name="l00164"></a><span class="lineno"><a class="line" href="../../df/d91/classModels_1_1VarReferenceBase.html#a704fd04cefff717a39d9099be2cb0fd7">  164</a></span>&#160;    <span class="keywordtype">size_t</span> <a class="code" href="../../df/d91/classModels_1_1VarReferenceBase.html#a704fd04cefff717a39d9099be2cb0fd7">getVarIndex</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_VarIndex; }</div><div class="line"><a name="l00165"></a><span class="lineno"><a class="line" href="../../df/d91/classModels_1_1VarReferenceBase.html#ac40d22518bab4dc644a1ec2216c3bc06">  165</a></span>&#160;    std::string <a class="code" href="../../df/d91/classModels_1_1VarReferenceBase.html#ac40d22518bab4dc644a1ec2216c3bc06">getTargetName</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_GetTargetName(); }</div><div class="line"><a name="l00166"></a><span class="lineno"><a class="line" href="../../df/d91/classModels_1_1VarReferenceBase.html#a5fe09beccf92ce528487c141b64adfe2">  166</a></span>&#160;    <span class="keywordtype">bool</span> <a class="code" href="../../df/d91/classModels_1_1VarReferenceBase.html#a5fe09beccf92ce528487c141b64adfe2">isBatched</a>()<span class="keyword"> const</span>{ <span class="keywordflow">return</span> m_IsBatched(); }</div><div class="line"><a name="l00167"></a><span class="lineno">  167</span>&#160;</div><div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;<span class="keyword">protected</span>:</div><div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;    <span class="comment">// Typedefines</span></div><div class="line"><a name="l00171"></a><span class="lineno">  171</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00172"></a><span class="lineno"><a class="line" href="../../df/d91/classModels_1_1VarReferenceBase.html#a3ecd4b87643fc8b3503035ee49f097cd">  172</a></span>&#160;    <span class="keyword">typedef</span> std::function&lt;std::string(void)&gt; <a class="code" href="../../df/d91/classModels_1_1VarReferenceBase.html#a3ecd4b87643fc8b3503035ee49f097cd">GetTargetNameFn</a>;</div><div class="line"><a name="l00173"></a><span class="lineno"><a class="line" href="../../df/d91/classModels_1_1VarReferenceBase.html#ae05ea542244a506d555a83a7cca05f17">  173</a></span>&#160;    <span class="keyword">typedef</span> std::function&lt;bool(void)&gt; <a class="code" href="../../df/d91/classModels_1_1VarReferenceBase.html#ae05ea542244a506d555a83a7cca05f17">IsBatchedFn</a>;</div><div class="line"><a name="l00174"></a><span class="lineno">  174</span>&#160;</div><div class="line"><a name="l00175"></a><span class="lineno"><a class="line" href="../../df/d91/classModels_1_1VarReferenceBase.html#ad0c0adde5cba209f14957c40228d98ef">  175</a></span>&#160;    <a class="code" href="../../df/d91/classModels_1_1VarReferenceBase.html#ad0c0adde5cba209f14957c40228d98ef">VarReferenceBase</a>(<span class="keywordtype">size_t</span> varIndex, <span class="keyword">const</span> <a class="code" href="../../d6/d97/classModels_1_1Base.html#a5a6bc95969a38ac1ac68ab4a0ba94c75">Models::Base::VarVec</a> &amp;varVec, </div><div class="line"><a name="l00176"></a><span class="lineno">  176</span>&#160;                     GetTargetNameFn getTargetName, IsBatchedFn isBatched)</div><div class="line"><a name="l00177"></a><span class="lineno">  177</span>&#160;    : m_VarIndex(varIndex), m_Var(varVec.at(varIndex)), m_GetTargetName(getTargetName), m_IsBatched(isBatched)</div><div class="line"><a name="l00178"></a><span class="lineno">  178</span>&#160;    {}</div><div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160;</div><div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;<span class="keyword">private</span>:</div><div class="line"><a name="l00181"></a><span class="lineno">  181</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00182"></a><span class="lineno">  182</span>&#160;    <span class="comment">// Members</span></div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00184"></a><span class="lineno">  184</span>&#160;    <span class="keywordtype">size_t</span> m_VarIndex;</div><div class="line"><a name="l00185"></a><span class="lineno">  185</span>&#160;    <a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html">Models::Base::Var</a> m_Var;</div><div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;    GetTargetNameFn m_GetTargetName;</div><div class="line"><a name="l00187"></a><span class="lineno">  187</span>&#160;    IsBatchedFn m_IsBatched;</div><div class="line"><a name="l00188"></a><span class="lineno">  188</span>&#160;};</div><div class="line"><a name="l00189"></a><span class="lineno">  189</span>&#160;</div><div class="line"><a name="l00190"></a><span class="lineno">  190</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160;<span class="comment">// Models::VarReference</span></div><div class="line"><a name="l00192"></a><span class="lineno">  192</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00193"></a><span class="lineno"><a class="line" href="../../d1/db6/classModels_1_1VarReference.html">  193</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <a class="code" href="../../d1/db6/classModels_1_1VarReference.html">VarReference</a> : <span class="keyword">public</span> <a class="code" href="../../df/d91/classModels_1_1VarReferenceBase.html">VarReferenceBase</a></div><div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;{</div><div class="line"><a name="l00195"></a><span class="lineno">  195</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00196"></a><span class="lineno">  196</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00197"></a><span class="lineno">  197</span>&#160;    <span class="comment">// Public API</span></div><div class="line"><a name="l00198"></a><span class="lineno">  198</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00199"></a><span class="lineno"><a class="line" href="../../d1/db6/classModels_1_1VarReference.html#adcc916abd127b8cac0c0bafd8054677c">  199</a></span>&#160;    <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> <a class="code" href="../../d1/db6/classModels_1_1VarReference.html#adcc916abd127b8cac0c0bafd8054677c">getSize</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_Size; }</div><div class="line"><a name="l00200"></a><span class="lineno"><a class="line" href="../../d1/db6/classModels_1_1VarReference.html#ade16391cb8b1c5d7559acc8873ad79a3">  200</a></span>&#160;    <span class="keyword">const</span> <a class="code" href="../../d7/d3b/classNeuronGroup.html">NeuronGroup</a> *<a class="code" href="../../d1/db6/classModels_1_1VarReference.html#ade16391cb8b1c5d7559acc8873ad79a3">getDelayNeuronGroup</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_GetDelayNeuronGroup(); }</div><div class="line"><a name="l00201"></a><span class="lineno">  201</span>&#160;</div><div class="line"><a name="l00202"></a><span class="lineno">  202</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00203"></a><span class="lineno">  203</span>&#160;    <span class="comment">// Static API</span></div><div class="line"><a name="l00204"></a><span class="lineno">  204</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00205"></a><span class="lineno">  205</span>&#160;    <span class="keyword">static</span> <a class="code" href="../../d1/db6/classModels_1_1VarReference.html">VarReference</a> <a class="code" href="../../dc/de1/modelSpec_8h.html#ae926ed9264cd23650134184f0e3f5fc5">createVarRef</a>(<span class="keyword">const</span> <a class="code" href="../../d7/d3b/classNeuronGroup.html">NeuronGroup</a> *ng, <span class="keyword">const</span> std::string &amp;varName);</div><div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;    <span class="keyword">static</span> <a class="code" href="../../d1/db6/classModels_1_1VarReference.html">VarReference</a> <a class="code" href="../../dc/de1/modelSpec_8h.html#ae926ed9264cd23650134184f0e3f5fc5">createVarRef</a>(<span class="keyword">const</span> <a class="code" href="../../d1/d48/classCurrentSource.html">CurrentSource</a> *cs, <span class="keyword">const</span> std::string &amp;varName);</div><div class="line"><a name="l00207"></a><span class="lineno">  207</span>&#160;    <span class="keyword">static</span> <a class="code" href="../../d1/db6/classModels_1_1VarReference.html">VarReference</a> <a class="code" href="../../dc/de1/modelSpec_8h.html#ae926ed9264cd23650134184f0e3f5fc5">createVarRef</a>(<span class="keyword">const</span> <a class="code" href="../../d7/d60/classCustomUpdate.html">CustomUpdate</a> *su, <span class="keyword">const</span> std::string &amp;varName);</div><div class="line"><a name="l00208"></a><span class="lineno">  208</span>&#160;    <span class="keyword">static</span> <a class="code" href="../../d1/db6/classModels_1_1VarReference.html">VarReference</a> <a class="code" href="../../dc/de1/modelSpec_8h.html#ae3122b4c3014543014ba3ae069dea3b3">createPSMVarRef</a>(<span class="keyword">const</span> <a class="code" href="../../dc/dfa/classSynapseGroup.html">SynapseGroup</a> *sg, <span class="keyword">const</span> std::string &amp;varName);</div><div class="line"><a name="l00209"></a><span class="lineno">  209</span>&#160;    <span class="keyword">static</span> <a class="code" href="../../d1/db6/classModels_1_1VarReference.html">VarReference</a> <a class="code" href="../../dc/de1/modelSpec_8h.html#af363b46a26aa7e1467d6888d350df204">createWUPreVarRef</a>(<span class="keyword">const</span> <a class="code" href="../../dc/dfa/classSynapseGroup.html">SynapseGroup</a> *sg, <span class="keyword">const</span> std::string &amp;varName);</div><div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;    <span class="keyword">static</span> <a class="code" href="../../d1/db6/classModels_1_1VarReference.html">VarReference</a> <a class="code" href="../../dc/de1/modelSpec_8h.html#a128802a0e427a69687694b86ed4d14f4">createWUPostVarRef</a>(<span class="keyword">const</span> <a class="code" href="../../dc/dfa/classSynapseGroup.html">SynapseGroup</a> *sg, <span class="keyword">const</span> std::string &amp;varName);</div><div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160;    </div><div class="line"><a name="l00212"></a><span class="lineno">  212</span>&#160;<span class="keyword">private</span>:</div><div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;    <span class="comment">// Typedefines</span></div><div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;    <span class="keyword">typedef</span> std::function&lt;const NeuronGroup*(void)&gt; GetDelayNeuronGroupFn;</div><div class="line"><a name="l00217"></a><span class="lineno">  217</span>&#160;</div><div class="line"><a name="l00218"></a><span class="lineno">  218</span>&#160;    <a class="code" href="../../d1/db6/classModels_1_1VarReference.html">VarReference</a>(<span class="keyword">const</span> <a class="code" href="../../dc/da3/classNeuronGroupInternal.html">NeuronGroupInternal</a> *ng, <span class="keyword">const</span> std::string &amp;varName);</div><div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;    <a class="code" href="../../d1/db6/classModels_1_1VarReference.html">VarReference</a>(<span class="keyword">const</span> <a class="code" href="../../d6/de6/classCurrentSourceInternal.html">CurrentSourceInternal</a> *cs, <span class="keyword">const</span> std::string &amp;varName);</div><div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;    <a class="code" href="../../d1/db6/classModels_1_1VarReference.html">VarReference</a>(<span class="keyword">const</span> <a class="code" href="../../d7/d60/classCustomUpdate.html">CustomUpdate</a> *cu, <span class="keyword">const</span> std::string &amp;varName);</div><div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;    <a class="code" href="../../d1/db6/classModels_1_1VarReference.html">VarReference</a>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> size, GetDelayNeuronGroupFn getDelayNeuronGroup,</div><div class="line"><a name="l00222"></a><span class="lineno">  222</span>&#160;                 <span class="keywordtype">size_t</span> varIndex, <span class="keyword">const</span> <a class="code" href="../../d6/d97/classModels_1_1Base.html#a5a6bc95969a38ac1ac68ab4a0ba94c75">Models::Base::VarVec</a> &amp;varVec, </div><div class="line"><a name="l00223"></a><span class="lineno">  223</span>&#160;                 <a class="code" href="../../df/d91/classModels_1_1VarReferenceBase.html#a3ecd4b87643fc8b3503035ee49f097cd">GetTargetNameFn</a> getTargetName, <a class="code" href="../../df/d91/classModels_1_1VarReferenceBase.html#ae05ea542244a506d555a83a7cca05f17">IsBatchedFn</a> isBatched);</div><div class="line"><a name="l00224"></a><span class="lineno">  224</span>&#160;</div><div class="line"><a name="l00225"></a><span class="lineno">  225</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00226"></a><span class="lineno">  226</span>&#160;    <span class="comment">// Members</span></div><div class="line"><a name="l00227"></a><span class="lineno">  227</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00228"></a><span class="lineno">  228</span>&#160;    <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> m_Size;</div><div class="line"><a name="l00229"></a><span class="lineno">  229</span>&#160;    GetDelayNeuronGroupFn m_GetDelayNeuronGroup;</div><div class="line"><a name="l00230"></a><span class="lineno">  230</span>&#160;};</div><div class="line"><a name="l00231"></a><span class="lineno">  231</span>&#160;</div><div class="line"><a name="l00232"></a><span class="lineno">  232</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00233"></a><span class="lineno">  233</span>&#160;<span class="comment">// Models::VarReferenceContainerBase</span></div><div class="line"><a name="l00234"></a><span class="lineno">  234</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00235"></a><span class="lineno">  235</span>&#160;<span class="keyword">template</span>&lt;<span class="keywordtype">size_t</span> NumVars&gt;</div><div class="line"><a name="l00236"></a><span class="lineno"><a class="line" href="../../dd/d20/namespaceModels.html#a7c3dba8861d8593d5ea00006bcb7ae9c">  236</a></span>&#160;<span class="keyword">using</span> <a class="code" href="../../db/dbb/classSnippet_1_1InitialiserContainerBase.html">VarReferenceContainerBase</a> = <a class="code" href="../../db/dbb/classSnippet_1_1InitialiserContainerBase.html">Snippet::InitialiserContainerBase&lt;VarReference, NumVars&gt;</a>;</div><div class="line"><a name="l00237"></a><span class="lineno">  237</span>&#160;</div><div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;<span class="comment">// Models::WUVarReference</span></div><div class="line"><a name="l00240"></a><span class="lineno">  240</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00241"></a><span class="lineno"><a class="line" href="../../dc/d6d/classModels_1_1WUVarReference.html">  241</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <a class="code" href="../../dc/d6d/classModels_1_1WUVarReference.html">WUVarReference</a> : <span class="keyword">public</span> <a class="code" href="../../df/d91/classModels_1_1VarReferenceBase.html">VarReferenceBase</a></div><div class="line"><a name="l00242"></a><span class="lineno">  242</span>&#160;{</div><div class="line"><a name="l00243"></a><span class="lineno">  243</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00244"></a><span class="lineno">  244</span>&#160;    <a class="code" href="../../dc/d6d/classModels_1_1WUVarReference.html">WUVarReference</a>(<span class="keyword">const</span> <a class="code" href="../../dc/dfa/classSynapseGroup.html">SynapseGroup</a> *sg, <span class="keyword">const</span> std::string &amp;varName,</div><div class="line"><a name="l00245"></a><span class="lineno">  245</span>&#160;                   <span class="keyword">const</span> <a class="code" href="../../dc/dfa/classSynapseGroup.html">SynapseGroup</a> *transposeSG = <span class="keyword">nullptr</span>, <span class="keyword">const</span> std::string &amp;transposeVarName = <span class="stringliteral">&quot;&quot;</span>);</div><div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;    <a class="code" href="../../dc/d6d/classModels_1_1WUVarReference.html">WUVarReference</a>(<span class="keyword">const</span> <a class="code" href="../../db/dd4/classCustomUpdateWU.html">CustomUpdateWU</a> *cu, <span class="keyword">const</span> std::string &amp;varName);</div><div class="line"><a name="l00247"></a><span class="lineno">  247</span>&#160;</div><div class="line"><a name="l00248"></a><span class="lineno">  248</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;    <span class="comment">// Public API</span></div><div class="line"><a name="l00250"></a><span class="lineno">  250</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;    <span class="keyword">const</span> <a class="code" href="../../dc/dfa/classSynapseGroup.html">SynapseGroup</a> *getSynapseGroup() <span class="keyword">const</span>;</div><div class="line"><a name="l00252"></a><span class="lineno">  252</span>&#160;</div><div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;    <span class="keyword">const</span> <a class="code" href="../../dc/dfa/classSynapseGroup.html">SynapseGroup</a> *getTransposeSynapseGroup() <span class="keyword">const</span>;</div><div class="line"><a name="l00254"></a><span class="lineno"><a class="line" href="../../dc/d6d/classModels_1_1WUVarReference.html#af43dfbe1f3ff7229a478d7b286ce62cd">  254</a></span>&#160;    <span class="keyword">const</span> <a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html">Models::Base::Var</a> &amp;<a class="code" href="../../dc/d6d/classModels_1_1WUVarReference.html#af43dfbe1f3ff7229a478d7b286ce62cd">getTransposeVar</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_TransposeVar; }</div><div class="line"><a name="l00255"></a><span class="lineno"><a class="line" href="../../dc/d6d/classModels_1_1WUVarReference.html#a1b3cbb8c75e07e578eaafd314527b4b8">  255</a></span>&#160;    <span class="keywordtype">size_t</span> <a class="code" href="../../dc/d6d/classModels_1_1WUVarReference.html#a1b3cbb8c75e07e578eaafd314527b4b8">getTransposeVarIndex</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_TransposeVarIndex; }</div><div class="line"><a name="l00256"></a><span class="lineno"><a class="line" href="../../dc/d6d/classModels_1_1WUVarReference.html#a2b69d2bcacba02af91262249cbca5ae0">  256</a></span>&#160;    std::string <a class="code" href="../../dc/d6d/classModels_1_1WUVarReference.html#a2b69d2bcacba02af91262249cbca5ae0">getTransposeTargetName</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_GetTransposeTargetName(); }</div><div class="line"><a name="l00257"></a><span class="lineno">  257</span>&#160;</div><div class="line"><a name="l00258"></a><span class="lineno">  258</span>&#160;<span class="keyword">private</span>:</div><div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;    <span class="comment">// Members</span></div><div class="line"><a name="l00261"></a><span class="lineno">  261</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00262"></a><span class="lineno">  262</span>&#160;    <span class="keyword">const</span> <a class="code" href="../../dd/d48/classSynapseGroupInternal.html">SynapseGroupInternal</a> *m_SG;</div><div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;    <span class="keyword">const</span> <a class="code" href="../../dd/d48/classSynapseGroupInternal.html">SynapseGroupInternal</a> *m_TransposeSG;</div><div class="line"><a name="l00264"></a><span class="lineno">  264</span>&#160;    <span class="keywordtype">size_t</span> m_TransposeVarIndex;</div><div class="line"><a name="l00265"></a><span class="lineno">  265</span>&#160;    <a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html">Models::Base::Var</a> m_TransposeVar;</div><div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;    <a class="code" href="../../df/d91/classModels_1_1VarReferenceBase.html#a3ecd4b87643fc8b3503035ee49f097cd">GetTargetNameFn</a> m_GetTransposeTargetName;</div><div class="line"><a name="l00267"></a><span class="lineno">  267</span>&#160;};</div><div class="line"><a name="l00268"></a><span class="lineno">  268</span>&#160;</div><div class="line"><a name="l00269"></a><span class="lineno">  269</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00270"></a><span class="lineno">  270</span>&#160;<span class="comment">// Models::WUVarReferenceContainerBase</span></div><div class="line"><a name="l00271"></a><span class="lineno">  271</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00272"></a><span class="lineno">  272</span>&#160;<span class="keyword">template</span>&lt;<span class="keywordtype">size_t</span> NumVars&gt;</div><div class="line"><a name="l00273"></a><span class="lineno"><a class="line" href="../../dd/d20/namespaceModels.html#af21fe15595e4e0ded13ecf3a0ef78e42">  273</a></span>&#160;<span class="keyword">using</span> <a class="code" href="../../db/dbb/classSnippet_1_1InitialiserContainerBase.html">WUVarReferenceContainerBase</a> = <a class="code" href="../../db/dbb/classSnippet_1_1InitialiserContainerBase.html">Snippet::InitialiserContainerBase&lt;WUVarReference, NumVars&gt;</a>;</div><div class="line"><a name="l00274"></a><span class="lineno">  274</span>&#160;</div><div class="line"><a name="l00275"></a><span class="lineno">  275</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00276"></a><span class="lineno">  276</span>&#160;<span class="comment">// updateHash overrides</span></div><div class="line"><a name="l00277"></a><span class="lineno">  277</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00278"></a><span class="lineno">  278</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <span class="keywordtype">void</span> <a class="code" href="../../dd/d20/namespaceModels.html#a8b2b07b7cca0433e766bb778a7cf30fd">updateHash</a>(<span class="keyword">const</span> <a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html">Base::Var</a> &amp;v, boost::uuids::detail::sha1 &amp;hash);</div><div class="line"><a name="l00279"></a><span class="lineno">  279</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <span class="keywordtype">void</span> <a class="code" href="../../dd/d20/namespaceModels.html#a8b2b07b7cca0433e766bb778a7cf30fd">updateHash</a>(<span class="keyword">const</span> <a class="code" href="../../d1/daf/structModels_1_1Base_1_1VarRef.html">Base::VarRef</a> &amp;v, boost::uuids::detail::sha1 &amp;hash);</div><div class="line"><a name="l00280"></a><span class="lineno">  280</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <span class="keywordtype">void</span> <a class="code" href="../../dd/d20/namespaceModels.html#a8b2b07b7cca0433e766bb778a7cf30fd">updateHash</a>(<span class="keyword">const</span> <a class="code" href="../../d1/db6/classModels_1_1VarReference.html">VarReference</a> &amp;v, boost::uuids::detail::sha1 &amp;hash);</div><div class="line"><a name="l00281"></a><span class="lineno">  281</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <span class="keywordtype">void</span> <a class="code" href="../../dd/d20/namespaceModels.html#a8b2b07b7cca0433e766bb778a7cf30fd">updateHash</a>(<span class="keyword">const</span> <a class="code" href="../../dc/d6d/classModels_1_1WUVarReference.html">WUVarReference</a> &amp;v, boost::uuids::detail::sha1 &amp;hash);</div><div class="line"><a name="l00282"></a><span class="lineno">  282</span>&#160;} <span class="comment">// Models</span></div><div class="ttc" id="structModels_1_1Base_1_1Var_html_a0cd74662a030e8cd95027844b47f09a0"><div class="ttname"><a href="../../d5/d42/structModels_1_1Base_1_1Var.html#a0cd74662a030e8cd95027844b47f09a0">Models::Base::Var::type</a></div><div class="ttdeci">std::string type</div><div class="ttdef"><b>Definition:</b> models.h:73</div></div>
 <div class="ttc" id="classNeuronGroup_html"><div class="ttname"><a href="../../d7/d3b/classNeuronGroup.html">NeuronGroup</a></div><div class="ttdef"><b>Definition:</b> neuronGroup.h:21</div></div>
 <div class="ttc" id="classNeuronGroupInternal_html"><div class="ttname"><a href="../../dc/da3/classNeuronGroupInternal.html">NeuronGroupInternal</a></div><div class="ttdef"><b>Definition:</b> neuronGroupInternal.h:9</div></div>
 <div class="ttc" id="varAccess_8h_html_ac9af5b5dbabe0b411cc7b2bca48ad72b"><div class="ttname"><a href="../../de/dfb/varAccess_8h.html#ac9af5b5dbabe0b411cc7b2bca48ad72b">VarAccessMode</a></div><div class="ttdeci">VarAccessMode</div><div class="ttdoc">Supported combination of VarAccessModeAttribute. </div><div class="ttdef"><b>Definition:</b> varAccess.h:19</div></div>
 <div class="ttc" id="classModels_1_1VarReferenceBase_html_ac40d22518bab4dc644a1ec2216c3bc06"><div class="ttname"><a href="../../df/d91/classModels_1_1VarReferenceBase.html#ac40d22518bab4dc644a1ec2216c3bc06">Models::VarReferenceBase::getTargetName</a></div><div class="ttdeci">std::string getTargetName() const</div><div class="ttdef"><b>Definition:</b> models.h:165</div></div>
-<div class="ttc" id="classModels_1_1WUVarReference_html_af43dfbe1f3ff7229a478d7b286ce62cd"><div class="ttname"><a href="../../dc/d6d/classModels_1_1WUVarReference.html#af43dfbe1f3ff7229a478d7b286ce62cd">Models::WUVarReference::getTransposeVar</a></div><div class="ttdeci">const Models::Base::Var &amp; getTransposeVar() const</div><div class="ttdef"><b>Definition:</b> models.h:249</div></div>
+<div class="ttc" id="classModels_1_1WUVarReference_html_af43dfbe1f3ff7229a478d7b286ce62cd"><div class="ttname"><a href="../../dc/d6d/classModels_1_1WUVarReference.html#af43dfbe1f3ff7229a478d7b286ce62cd">Models::WUVarReference::getTransposeVar</a></div><div class="ttdeci">const Models::Base::Var &amp; getTransposeVar() const</div><div class="ttdef"><b>Definition:</b> models.h:254</div></div>
 <div class="ttc" id="classModels_1_1Base_html_a5a6bc95969a38ac1ac68ab4a0ba94c75"><div class="ttname"><a href="../../d6/d97/classModels_1_1Base.html#a5a6bc95969a38ac1ac68ab4a0ba94c75">Models::Base::VarVec</a></div><div class="ttdeci">std::vector&lt; Var &gt; VarVec</div><div class="ttdef"><b>Definition:</b> models.h:99</div></div>
 <div class="ttc" id="varAccess_8h_html_a32d540eb08af15beb398b0febe15d128aa7b843fb734e3b3fea8e5f902d3f4144"><div class="ttname"><a href="../../de/dfb/varAccess_8h.html#a32d540eb08af15beb398b0febe15d128aa7b843fb734e3b3fea8e5f902d3f4144">VarAccessModeAttribute::READ_WRITE</a></div><div class="ttdoc">This variable is read only. </div></div>
-<div class="ttc" id="namespaceModels_html_a8b2b07b7cca0433e766bb778a7cf30fd"><div class="ttname"><a href="../../dd/d20/namespaceModels.html#a8b2b07b7cca0433e766bb778a7cf30fd">Models::updateHash</a></div><div class="ttdeci">GENN_EXPORT void updateHash(const WUVarReference &amp;v, boost::uuids::detail::sha1 &amp;hash)</div><div class="ttdef"><b>Definition:</b> models.cc:195</div></div>
+<div class="ttc" id="namespaceModels_html_a8b2b07b7cca0433e766bb778a7cf30fd"><div class="ttname"><a href="../../dd/d20/namespaceModels.html#a8b2b07b7cca0433e766bb778a7cf30fd">Models::updateHash</a></div><div class="ttdeci">GENN_EXPORT void updateHash(const WUVarReference &amp;v, boost::uuids::detail::sha1 &amp;hash)</div><div class="ttdef"><b>Definition:</b> models.cc:201</div></div>
 <div class="ttc" id="structModels_1_1Base_1_1VarRef_html"><div class="ttname"><a href="../../d1/daf/structModels_1_1Base_1_1VarRef.html">Models::Base::VarRef</a></div><div class="ttdef"><b>Definition:</b> models.h:77</div></div>
-<div class="ttc" id="classCustomUpdate_html"><div class="ttname"><a href="../../d7/d60/classCustomUpdate.html">CustomUpdate</a></div><div class="ttdef"><b>Definition:</b> customUpdate.h:202</div></div>
+<div class="ttc" id="classCustomUpdate_html"><div class="ttname"><a href="../../d7/d60/classCustomUpdate.html">CustomUpdate</a></div><div class="ttdef"><b>Definition:</b> customUpdate.h:205</div></div>
 <div class="ttc" id="classModels_1_1VarInit_html_acb27fde6ac6eda66f81020561ca46a62"><div class="ttname"><a href="../../d8/dee/classModels_1_1VarInit.html#acb27fde6ac6eda66f81020561ca46a62">Models::VarInit::VarInit</a></div><div class="ttdeci">VarInit(const InitVarSnippet::Base *snippet, const std::vector&lt; double &gt; &amp;params)</div><div class="ttdef"><b>Definition:</b> models.h:137</div></div>
 <div class="ttc" id="classModels_1_1Base_html"><div class="ttname"><a href="../../d6/d97/classModels_1_1Base.html">Models::Base</a></div><div class="ttdef"><b>Definition:</b> models.h:48</div></div>
 <div class="ttc" id="varAccess_8h_html"><div class="ttname"><a href="../../de/dfb/varAccess_8h.html">varAccess.h</a></div></div>
 <div class="ttc" id="gennExport_8h_html_a8224d44517aa3e4a332fbd342364f2e7"><div class="ttname"><a href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a></div><div class="ttdeci">#define GENN_EXPORT</div><div class="ttdef"><b>Definition:</b> gennExport.h:13</div></div>
+<div class="ttc" id="classModels_1_1VarReferenceBase_html_ae05ea542244a506d555a83a7cca05f17"><div class="ttname"><a href="../../df/d91/classModels_1_1VarReferenceBase.html#ae05ea542244a506d555a83a7cca05f17">Models::VarReferenceBase::IsBatchedFn</a></div><div class="ttdeci">std::function&lt; bool(void)&gt; IsBatchedFn</div><div class="ttdef"><b>Definition:</b> models.h:173</div></div>
 <div class="ttc" id="classSnippet_1_1Init_html"><div class="ttname"><a href="../../d8/df6/classSnippet_1_1Init.html">Snippet::Init</a></div><div class="ttdef"><b>Definition:</b> snippet.h:250</div></div>
-<div class="ttc" id="classModels_1_1VarReference_html_adcc916abd127b8cac0c0bafd8054677c"><div class="ttname"><a href="../../d1/db6/classModels_1_1VarReference.html#adcc916abd127b8cac0c0bafd8054677c">Models::VarReference::getSize</a></div><div class="ttdeci">unsigned int getSize() const</div><div class="ttdef"><b>Definition:</b> models.h:195</div></div>
-<div class="ttc" id="classModels_1_1WUVarReference_html_a1b3cbb8c75e07e578eaafd314527b4b8"><div class="ttname"><a href="../../dc/d6d/classModels_1_1WUVarReference.html#a1b3cbb8c75e07e578eaafd314527b4b8">Models::WUVarReference::getTransposeVarIndex</a></div><div class="ttdeci">size_t getTransposeVarIndex() const</div><div class="ttdef"><b>Definition:</b> models.h:250</div></div>
+<div class="ttc" id="classModels_1_1VarReference_html_adcc916abd127b8cac0c0bafd8054677c"><div class="ttname"><a href="../../d1/db6/classModels_1_1VarReference.html#adcc916abd127b8cac0c0bafd8054677c">Models::VarReference::getSize</a></div><div class="ttdeci">unsigned int getSize() const</div><div class="ttdef"><b>Definition:</b> models.h:199</div></div>
+<div class="ttc" id="classModels_1_1WUVarReference_html_a1b3cbb8c75e07e578eaafd314527b4b8"><div class="ttname"><a href="../../dc/d6d/classModels_1_1WUVarReference.html#a1b3cbb8c75e07e578eaafd314527b4b8">Models::WUVarReference::getTransposeVarIndex</a></div><div class="ttdeci">size_t getTransposeVarIndex() const</div><div class="ttdef"><b>Definition:</b> models.h:255</div></div>
 <div class="ttc" id="structModels_1_1Base_1_1VarRef_html_a54e7f72685ca10b68fa89378262698e2"><div class="ttname"><a href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a54e7f72685ca10b68fa89378262698e2">Models::Base::VarRef::VarRef</a></div><div class="ttdeci">VarRef(const std::string &amp;n, const std::string &amp;t, VarAccessMode a)</div><div class="ttdef"><b>Definition:</b> models.h:79</div></div>
-<div class="ttc" id="classCustomUpdateWU_html"><div class="ttname"><a href="../../db/dd4/classCustomUpdateWU.html">CustomUpdateWU</a></div><div class="ttdef"><b>Definition:</b> customUpdate.h:250</div></div>
+<div class="ttc" id="classCustomUpdateWU_html"><div class="ttname"><a href="../../db/dd4/classCustomUpdateWU.html">CustomUpdateWU</a></div><div class="ttdef"><b>Definition:</b> customUpdate.h:257</div></div>
 <div class="ttc" id="varAccess_8h_html_ae8a5891c5d3beb45321e2f850539452f"><div class="ttname"><a href="../../de/dfb/varAccess_8h.html#ae8a5891c5d3beb45321e2f850539452f">VarAccess</a></div><div class="ttdeci">VarAccess</div><div class="ttdoc">Supported combinations of VarAccessMode and VarAccessDuplication. </div><div class="ttdef"><b>Definition:</b> varAccess.h:36</div></div>
 <div class="ttc" id="namespaceCodeGenerator_html"><div class="ttname"><a href="../../d0/d02/namespaceCodeGenerator.html">CodeGenerator</a></div><div class="ttdoc">Helper class for generating code - automatically inserts brackets, indents etc. </div><div class="ttdef"><b>Definition:</b> backendBase.h:30</div></div>
 <div class="ttc" id="modelSpec_8h_html_af363b46a26aa7e1467d6888d350df204"><div class="ttname"><a href="../../dc/de1/modelSpec_8h.html#af363b46a26aa7e1467d6888d350df204">createWUPreVarRef</a></div><div class="ttdeci">Models::VarReference createWUPreVarRef(const SynapseGroup *sg, const std::string &amp;varName)</div><div class="ttdoc">Creates a reference to a weight update model presynaptic variable. </div><div class="ttdef"><b>Definition:</b> modelSpec.h:156</div></div>
-<div class="ttc" id="classModels_1_1WUVarReference_html_a2b69d2bcacba02af91262249cbca5ae0"><div class="ttname"><a href="../../dc/d6d/classModels_1_1WUVarReference.html#a2b69d2bcacba02af91262249cbca5ae0">Models::WUVarReference::getTransposeTargetName</a></div><div class="ttdeci">std::string getTransposeTargetName() const</div><div class="ttdef"><b>Definition:</b> models.h:251</div></div>
-<div class="ttc" id="classModels_1_1VarReferenceBase_html_a3ecd4b87643fc8b3503035ee49f097cd"><div class="ttname"><a href="../../df/d91/classModels_1_1VarReferenceBase.html#a3ecd4b87643fc8b3503035ee49f097cd">Models::VarReferenceBase::GetTargetNameFn</a></div><div class="ttdeci">std::function&lt; std::string(void)&gt; GetTargetNameFn</div><div class="ttdef"><b>Definition:</b> models.h:171</div></div>
+<div class="ttc" id="classModels_1_1WUVarReference_html_a2b69d2bcacba02af91262249cbca5ae0"><div class="ttname"><a href="../../dc/d6d/classModels_1_1WUVarReference.html#a2b69d2bcacba02af91262249cbca5ae0">Models::WUVarReference::getTransposeTargetName</a></div><div class="ttdeci">std::string getTransposeTargetName() const</div><div class="ttdef"><b>Definition:</b> models.h:256</div></div>
+<div class="ttc" id="classModels_1_1VarReferenceBase_html_a3ecd4b87643fc8b3503035ee49f097cd"><div class="ttname"><a href="../../df/d91/classModels_1_1VarReferenceBase.html#a3ecd4b87643fc8b3503035ee49f097cd">Models::VarReferenceBase::GetTargetNameFn</a></div><div class="ttdeci">std::function&lt; std::string(void)&gt; GetTargetNameFn</div><div class="ttdef"><b>Definition:</b> models.h:172</div></div>
 <div class="ttc" id="classSynapseGroupInternal_html"><div class="ttname"><a href="../../dd/d48/classSynapseGroupInternal.html">SynapseGroupInternal</a></div><div class="ttdef"><b>Definition:</b> synapseGroupInternal.h:9</div></div>
 <div class="ttc" id="structModels_1_1Base_1_1VarRef_html_a547d1985600c0af6f4274f13a0f94af2"><div class="ttname"><a href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a547d1985600c0af6f4274f13a0f94af2">Models::Base::VarRef::VarRef</a></div><div class="ttdeci">VarRef(const std::string &amp;n, const std::string &amp;t)</div><div class="ttdef"><b>Definition:</b> models.h:81</div></div>
 <div class="ttc" id="classModels_1_1VarInit_html_a07c4e76df4caa8a95ff5cf9cce6d7109"><div class="ttname"><a href="../../d8/dee/classModels_1_1VarInit.html#a07c4e76df4caa8a95ff5cf9cce6d7109">Models::VarInit::VarInit</a></div><div class="ttdeci">VarInit(double constant)</div><div class="ttdef"><b>Definition:</b> models.h:142</div></div>
@@ -136,21 +137,22 @@
 <div class="ttc" id="structModels_1_1Base_1_1VarRef_html_a8e97caa157d5bc911cee85a261f2aab3"><div class="ttname"><a href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a8e97caa157d5bc911cee85a261f2aab3">Models::Base::VarRef::VarRef</a></div><div class="ttdeci">VarRef()</div><div class="ttdef"><b>Definition:</b> models.h:83</div></div>
 <div class="ttc" id="classModels_1_1VarReferenceBase_html_a0614245c5f529c42edf1a6c87f854a0d"><div class="ttname"><a href="../../df/d91/classModels_1_1VarReferenceBase.html#a0614245c5f529c42edf1a6c87f854a0d">Models::VarReferenceBase::getVar</a></div><div class="ttdeci">const Models::Base::Var &amp; getVar() const</div><div class="ttdef"><b>Definition:</b> models.h:163</div></div>
 <div class="ttc" id="structModels_1_1Base_1_1VarRef_html_a1336962247173e71bceaf52a5b2fd716"><div class="ttname"><a href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a1336962247173e71bceaf52a5b2fd716">Models::Base::VarRef::access</a></div><div class="ttdeci">VarAccessMode access</div><div class="ttdef"><b>Definition:</b> models.h:93</div></div>
-<div class="ttc" id="classModels_1_1VarReference_html_ade16391cb8b1c5d7559acc8873ad79a3"><div class="ttname"><a href="../../d1/db6/classModels_1_1VarReference.html#ade16391cb8b1c5d7559acc8873ad79a3">Models::VarReference::getDelayNeuronGroup</a></div><div class="ttdeci">const NeuronGroup * getDelayNeuronGroup() const</div><div class="ttdef"><b>Definition:</b> models.h:196</div></div>
+<div class="ttc" id="classModels_1_1VarReference_html_ade16391cb8b1c5d7559acc8873ad79a3"><div class="ttname"><a href="../../d1/db6/classModels_1_1VarReference.html#ade16391cb8b1c5d7559acc8873ad79a3">Models::VarReference::getDelayNeuronGroup</a></div><div class="ttdeci">const NeuronGroup * getDelayNeuronGroup() const</div><div class="ttdef"><b>Definition:</b> models.h:200</div></div>
 <div class="ttc" id="structModels_1_1Base_1_1Var_html_a43fa55b9b858bb7b6fd9927267aa61ae"><div class="ttname"><a href="../../d5/d42/structModels_1_1Base_1_1Var.html#a43fa55b9b858bb7b6fd9927267aa61ae">Models::Base::Var::access</a></div><div class="ttdeci">VarAccess access</div><div class="ttdef"><b>Definition:</b> models.h:74</div></div>
 <div class="ttc" id="namespaceInitVarSnippet_html"><div class="ttname"><a href="../../d2/dfc/namespaceInitVarSnippet.html">InitVarSnippet</a></div><div class="ttdoc">Base class for all value initialisation snippets. </div><div class="ttdef"><b>Definition:</b> initVarSnippet.h:15</div></div>
 <div class="ttc" id="modelSpec_8h_html_ae3122b4c3014543014ba3ae069dea3b3"><div class="ttname"><a href="../../dc/de1/modelSpec_8h.html#ae3122b4c3014543014ba3ae069dea3b3">createPSMVarRef</a></div><div class="ttdeci">Models::VarReference createPSMVarRef(const SynapseGroup *sg, const std::string &amp;varName)</div><div class="ttdoc">Creates a reference to a postsynaptic model variable. </div><div class="ttdef"><b>Definition:</b> modelSpec.h:150</div></div>
-<div class="ttc" id="classModels_1_1VarReference_html"><div class="ttname"><a href="../../d1/db6/classModels_1_1VarReference.html">Models::VarReference</a></div><div class="ttdef"><b>Definition:</b> models.h:189</div></div>
+<div class="ttc" id="classModels_1_1VarReference_html"><div class="ttname"><a href="../../d1/db6/classModels_1_1VarReference.html">Models::VarReference</a></div><div class="ttdef"><b>Definition:</b> models.h:193</div></div>
 <div class="ttc" id="structModels_1_1Base_1_1Var_html_a7e8510b76838b833f738be333cbc8f16"><div class="ttname"><a href="../../d5/d42/structModels_1_1Base_1_1Var.html#a7e8510b76838b833f738be333cbc8f16">Models::Base::Var::Var</a></div><div class="ttdeci">Var(const std::string &amp;n, const std::string &amp;t)</div><div class="ttdef"><b>Definition:</b> models.h:62</div></div>
 <div class="ttc" id="classSnippet_1_1InitialiserContainerBase_html"><div class="ttname"><a href="../../db/dbb/classSnippet_1_1InitialiserContainerBase.html">Snippet::InitialiserContainerBase</a></div><div class="ttdef"><b>Definition:</b> snippet.h:48</div></div>
 <div class="ttc" id="structModels_1_1Base_1_1VarRef_html_a0db1fa63818f9cad4613a868ef9cd8fb"><div class="ttname"><a href="../../d1/daf/structModels_1_1Base_1_1VarRef.html#a0db1fa63818f9cad4613a868ef9cd8fb">Models::Base::VarRef::type</a></div><div class="ttdeci">std::string type</div><div class="ttdef"><b>Definition:</b> models.h:92</div></div>
-<div class="ttc" id="classModels_1_1WUVarReference_html"><div class="ttname"><a href="../../dc/d6d/classModels_1_1WUVarReference.html">Models::WUVarReference</a></div><div class="ttdef"><b>Definition:</b> models.h:236</div></div>
+<div class="ttc" id="classModels_1_1WUVarReference_html"><div class="ttname"><a href="../../dc/d6d/classModels_1_1WUVarReference.html">Models::WUVarReference</a></div><div class="ttdef"><b>Definition:</b> models.h:241</div></div>
 <div class="ttc" id="classSnippet_1_1Base_html"><div class="ttname"><a href="../../db/d97/classSnippet_1_1Base.html">Snippet::Base</a></div><div class="ttdoc">Base class for all code snippets. </div><div class="ttdef"><b>Definition:</b> snippet.h:120</div></div>
 <div class="ttc" id="classModels_1_1Base_html_a55f5a6512bf3fbc71dc753a7f914783a"><div class="ttname"><a href="../../d6/d97/classModels_1_1Base.html#a55f5a6512bf3fbc71dc753a7f914783a">Models::Base::VarRefVec</a></div><div class="ttdeci">std::vector&lt; VarRef &gt; VarRefVec</div><div class="ttdef"><b>Definition:</b> models.h:100</div></div>
-<div class="ttc" id="classModels_1_1VarReferenceBase_html_a66a02d4326878b7e4abb2e594d68fad4"><div class="ttname"><a href="../../df/d91/classModels_1_1VarReferenceBase.html#a66a02d4326878b7e4abb2e594d68fad4">Models::VarReferenceBase::VarReferenceBase</a></div><div class="ttdeci">VarReferenceBase(size_t varIndex, const Models::Base::VarVec &amp;varVec, GetTargetNameFn getTargetName)</div><div class="ttdef"><b>Definition:</b> models.h:173</div></div>
+<div class="ttc" id="classModels_1_1VarReferenceBase_html_ad0c0adde5cba209f14957c40228d98ef"><div class="ttname"><a href="../../df/d91/classModels_1_1VarReferenceBase.html#ad0c0adde5cba209f14957c40228d98ef">Models::VarReferenceBase::VarReferenceBase</a></div><div class="ttdeci">VarReferenceBase(size_t varIndex, const Models::Base::VarVec &amp;varVec, GetTargetNameFn getTargetName, IsBatchedFn isBatched)</div><div class="ttdef"><b>Definition:</b> models.h:175</div></div>
 <div class="ttc" id="namespaceModels_html"><div class="ttname"><a href="../../dd/d20/namespaceModels.html">Models</a></div><div class="ttdoc">Base class for all models - in addition to the parameters snippets have, models can have state variab...</div><div class="ttdef"><b>Definition:</b> gennUtils.h:22</div></div>
 <div class="ttc" id="structModels_1_1Base_1_1Var_html_a3f416643a3668eac22768b43bbb42e50"><div class="ttname"><a href="../../d5/d42/structModels_1_1Base_1_1Var.html#a3f416643a3668eac22768b43bbb42e50">Models::Base::Var::Var</a></div><div class="ttdeci">Var()</div><div class="ttdef"><b>Definition:</b> models.h:64</div></div>
 <div class="ttc" id="classModels_1_1VarReferenceBase_html_a704fd04cefff717a39d9099be2cb0fd7"><div class="ttname"><a href="../../df/d91/classModels_1_1VarReferenceBase.html#a704fd04cefff717a39d9099be2cb0fd7">Models::VarReferenceBase::getVarIndex</a></div><div class="ttdeci">size_t getVarIndex() const</div><div class="ttdef"><b>Definition:</b> models.h:164</div></div>
+<div class="ttc" id="classModels_1_1VarReferenceBase_html_a5fe09beccf92ce528487c141b64adfe2"><div class="ttname"><a href="../../df/d91/classModels_1_1VarReferenceBase.html#a5fe09beccf92ce528487c141b64adfe2">Models::VarReferenceBase::isBatched</a></div><div class="ttdeci">bool isBatched() const</div><div class="ttdef"><b>Definition:</b> models.h:166</div></div>
 <div class="ttc" id="structModels_1_1Base_1_1Var_html_a333472c1ad027594ee870b1994f884b1"><div class="ttname"><a href="../../d5/d42/structModels_1_1Base_1_1Var.html#a333472c1ad027594ee870b1994f884b1">Models::Base::Var::name</a></div><div class="ttdeci">std::string name</div><div class="ttdef"><b>Definition:</b> models.h:72</div></div>
 <div class="ttc" id="namespaceSnippet_html"><div class="ttname"><a href="../../df/daa/namespaceSnippet.html">Snippet</a></div><div class="ttdef"><b>Definition:</b> snippet.h:45</div></div>
 <div class="ttc" id="structModels_1_1Base_1_1Var_html_ad2186427408c204f026878e16e1392a5"><div class="ttname"><a href="../../d5/d42/structModels_1_1Base_1_1Var.html#ad2186427408c204f026878e16e1392a5">Models::Base::Var::Var</a></div><div class="ttdeci">Var(const std::string &amp;n, const std::string &amp;t, VarAccess a)</div><div class="ttdef"><b>Definition:</b> models.h:60</div></div>
@@ -168,7 +170,7 @@
 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
   <ul>
     <li class="navelem"><a class="el" href="../../dir_d44c64559bbebec7f509842c48db8b23.html">include</a></li><li class="navelem"><a class="el" href="../../dir_0d26f2923f12b39c28ccafc262d5bf81.html">genn</a></li><li class="navelem"><a class="el" href="../../dir_668e26affacdcc4ca8ede0bc97c4e18c.html">genn</a></li><li class="navelem"><a class="el" href="../../d4/d13/models_8h.html">models.h</a></li>
-    <li class="footer">Generated on Mon Oct 31 2022 12:08:58 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:24 for GeNN by
     <a href="http://www.doxygen.org/index.html">
     <img class="footer" src="../../doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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diff --git a/documentation/4/html/d4/d1f/classCodeGenerator_1_1PresynapticUpdateStrategySIMT_1_1PostSpanBitmask-members.html b/documentation/4/html/d4/d1f/classCodeGenerator_1_1PresynapticUpdateStrategySIMT_1_1PostSpanBitmask-members.html
index 1a79672ad3..b8472433d0 100644
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 <div class="contents">
-<a href="../../d5/d56/customUpdate_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;</div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment">// Standard includes</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="preprocessor">#include &lt;string&gt;</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="preprocessor">#include &lt;vector&gt;</span></div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;</div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="comment">// GeNN includes</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d1/d8e/gennExport_8h.html">gennExport.h</a>&quot;</span></div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d9/d59/gennUtils_8h.html">gennUtils.h</a>&quot;</span></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d3/df5/customUpdateModels_8h.html">customUpdateModels.h</a>&quot;</span></div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d6/d8f/variableMode_8h.html">variableMode.h</a>&quot;</span></div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;</div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;<span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="comment">// CustomUpdateBase</span></div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00016"></a><span class="lineno"><a class="line" href="../../da/da9/classCustomUpdateBase.html">   16</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <a class="code" href="../../da/da9/classCustomUpdateBase.html">CustomUpdateBase</a></div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;{</div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;    <a class="code" href="../../da/da9/classCustomUpdateBase.html">CustomUpdateBase</a>(<span class="keyword">const</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html">CustomUpdateBase</a> &amp;) = <span class="keyword">delete</span>;</div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;    <a class="code" href="../../da/da9/classCustomUpdateBase.html">CustomUpdateBase</a>() = <span class="keyword">delete</span>;</div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;</div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;    <span class="comment">// Public methods</span></div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;<span class="comment"></span></div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;    <span class="keywordtype">void</span> setVarLocation(<span class="keyword">const</span> std::string &amp;varName, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc);</div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;</div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;    <span class="comment">// Public const methods</span></div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00032"></a><span class="lineno"><a class="line" href="../../da/da9/classCustomUpdateBase.html#a35919a4e5d5d865c3678534fa987e8a8">   32</a></span>&#160;    <span class="keyword">const</span> std::string &amp;<a class="code" href="../../da/da9/classCustomUpdateBase.html#a35919a4e5d5d865c3678534fa987e8a8">getName</a>()<span class="keyword"> const</span>{ <span class="keywordflow">return</span> m_Name; }</div><div class="line"><a name="l00033"></a><span class="lineno"><a class="line" href="../../da/da9/classCustomUpdateBase.html#a9764365eec5330eb9f92e475be1b55d0">   33</a></span>&#160;    <span class="keyword">const</span> std::string &amp;<a class="code" href="../../da/da9/classCustomUpdateBase.html#a9764365eec5330eb9f92e475be1b55d0">getUpdateGroupName</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_UpdateGroupName; }</div><div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;</div><div class="line"><a name="l00036"></a><span class="lineno"><a class="line" href="../../da/da9/classCustomUpdateBase.html#ab9802e15bf999e14d3074099f5327324">   36</a></span>&#160;    <span class="keyword">const</span> <a class="code" href="../../de/db4/classCustomUpdateModels_1_1Base.html">CustomUpdateModels::Base</a> *<a class="code" href="../../da/da9/classCustomUpdateBase.html#ab9802e15bf999e14d3074099f5327324">getCustomUpdateModel</a>()<span class="keyword"> const</span>{ <span class="keywordflow">return</span> m_CustomUpdateModel; }</div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;</div><div class="line"><a name="l00038"></a><span class="lineno"><a class="line" href="../../da/da9/classCustomUpdateBase.html#a18de527e24453617ab10c333c22159bb">   38</a></span>&#160;    <span class="keyword">const</span> std::vector&lt;double&gt; &amp;<a class="code" href="../../da/da9/classCustomUpdateBase.html#a18de527e24453617ab10c333c22159bb">getParams</a>()<span class="keyword"> const</span>{ <span class="keywordflow">return</span> m_Params; }</div><div class="line"><a name="l00039"></a><span class="lineno"><a class="line" href="../../da/da9/classCustomUpdateBase.html#a3421ada538f8e6faf7fe7d14ae6d2c5b">   39</a></span>&#160;    <span class="keyword">const</span> std::vector&lt;Models::VarInit&gt; &amp;<a class="code" href="../../da/da9/classCustomUpdateBase.html#a3421ada538f8e6faf7fe7d14ae6d2c5b">getVarInitialisers</a>()<span class="keyword"> const</span>{ <span class="keywordflow">return</span> m_VarInitialisers; }</div><div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;</div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;    <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> getVarLocation(<span class="keyword">const</span> std::string &amp;varName) <span class="keyword">const</span>;</div><div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160;</div><div class="line"><a name="l00045"></a><span class="lineno"><a class="line" href="../../da/da9/classCustomUpdateBase.html#a6fda4b8c6e6e93496f58ccb837dfcf95">   45</a></span>&#160;    <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a6fda4b8c6e6e93496f58ccb837dfcf95">getVarLocation</a>(<span class="keywordtype">size_t</span> index)<span class="keyword"> const</span>{ <span class="keywordflow">return</span> m_VarLocation.at(index); }</div><div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;</div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;    <span class="keywordtype">bool</span> isVarInitRequired() <span class="keyword">const</span>;</div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;</div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;<span class="keyword">protected</span>:</div><div class="line"><a name="l00051"></a><span class="lineno"><a class="line" href="../../da/da9/classCustomUpdateBase.html#abb63e2c199fd58ebf8152e0bd7a085c2">   51</a></span>&#160;    <a class="code" href="../../da/da9/classCustomUpdateBase.html#abb63e2c199fd58ebf8152e0bd7a085c2">CustomUpdateBase</a>(<span class="keyword">const</span> std::string &amp;name, <span class="keyword">const</span> std::string &amp;updateGroupName,</div><div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;                     <span class="keyword">const</span> <a class="code" href="../../de/db4/classCustomUpdateModels_1_1Base.html">CustomUpdateModels::Base</a> *customUpdateModel, <span class="keyword">const</span> std::vector&lt;double&gt; &amp;params,</div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;                     <span class="keyword">const</span> std::vector&lt;Models::VarInit&gt; &amp;varInitialisers,</div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;                     <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> defaultVarLocation, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> defaultExtraGlobalParamLocation)</div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;    :   m_Name(name), m_UpdateGroupName(updateGroupName), m_CustomUpdateModel(customUpdateModel), m_Params(params), </div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;        m_VarInitialisers(varInitialisers), m_VarLocation(varInitialisers.size(), defaultVarLocation),</div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;        m_ExtraGlobalParamLocation(customUpdateModel-&gt;getExtraGlobalParams().size(), defaultExtraGlobalParamLocation),</div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;        m_Batched(false)</div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;    {</div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;        <span class="comment">// Validate names</span></div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;        <a class="code" href="../../d4/d3d/namespaceUtils.html#aea4839861eb9067ce6b87b550cdf01d7">Utils::validatePopName</a>(name, <span class="stringliteral">&quot;Custom update&quot;</span>);</div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;        <a class="code" href="../../d4/d3d/namespaceUtils.html#aea4839861eb9067ce6b87b550cdf01d7">Utils::validatePopName</a>(updateGroupName, <span class="stringliteral">&quot;Custom update group name&quot;</span>);</div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;        getCustomUpdateModel()-&gt;validate();</div><div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;    }</div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;</div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;    <span class="comment">// Protected methods</span></div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;    <span class="keywordtype">void</span> initDerivedParams(<span class="keywordtype">double</span> dt);</div><div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;</div><div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00072"></a><span class="lineno">   72</span>&#160;    <span class="comment">// Protected const methods</span></div><div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00074"></a><span class="lineno"><a class="line" href="../../da/da9/classCustomUpdateBase.html#ab7389840388acb8b146f877c4337fe58">   74</a></span>&#160;    <span class="keyword">const</span> std::vector&lt;double&gt; &amp;<a class="code" href="../../da/da9/classCustomUpdateBase.html#ab7389840388acb8b146f877c4337fe58">getDerivedParams</a>()<span class="keyword"> const</span>{ <span class="keywordflow">return</span> m_DerivedParams; }</div><div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;</div><div class="line"><a name="l00077"></a><span class="lineno">   77</span>&#160;    <span class="keywordtype">bool</span> isInitRNGRequired() <span class="keyword">const</span>;</div><div class="line"><a name="l00078"></a><span class="lineno">   78</span>&#160;</div><div class="line"><a name="l00079"></a><span class="lineno">   79</span>&#160;    <span class="keywordtype">bool</span> isZeroCopyEnabled() <span class="keyword">const</span>;</div><div class="line"><a name="l00080"></a><span class="lineno">   80</span>&#160;</div><div class="line"><a name="l00082"></a><span class="lineno"><a class="line" href="../../da/da9/classCustomUpdateBase.html#a70d7ff78782d9978c1501b7d2598ff6d">   82</a></span>&#160;    <span class="keywordtype">bool</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a70d7ff78782d9978c1501b7d2598ff6d">isBatched</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_Batched; }</div><div class="line"><a name="l00083"></a><span class="lineno">   83</span>&#160;</div><div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;</div><div class="line"><a name="l00086"></a><span class="lineno">   86</span>&#160;    <span class="keywordtype">void</span> <a class="code" href="../../d4/d3d/namespaceUtils.html#ae55486e13e7ed81c88358cf9ce4cf014">updateHash</a>(boost::uuids::detail::sha1 &amp;hash) <span class="keyword">const</span>;</div><div class="line"><a name="l00087"></a><span class="lineno">   87</span>&#160;</div><div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;</div><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;    <span class="keywordtype">void</span> updateInitHash(boost::uuids::detail::sha1 &amp;hash) <span class="keyword">const</span>;</div><div class="line"><a name="l00091"></a><span class="lineno">   91</span>&#160;</div><div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;    boost::uuids::detail::sha1::digest_type getVarLocationHashDigest() <span class="keyword">const</span>;</div><div class="line"><a name="l00093"></a><span class="lineno">   93</span>&#160;</div><div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;    <span class="keyword">template</span>&lt;<span class="keyword">typename</span> V&gt;</div><div class="line"><a name="l00095"></a><span class="lineno"><a class="line" href="../../da/da9/classCustomUpdateBase.html#a49595cd8b9bc50d4a5d335570bb8c8cb">   95</a></span>&#160;    <span class="keywordtype">bool</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a49595cd8b9bc50d4a5d335570bb8c8cb">isReduction</a>(<span class="keyword">const</span> std::vector&lt;V&gt; &amp;varRefs, <a class="code" href="../../de/dfb/varAccess_8h.html#afabbd457a93205e571bff448ec134764">VarAccessDuplication</a> duplication)<span class="keyword"> const</span></div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;<span class="keyword">    </span>{</div><div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;        <span class="comment">// Return true if any variables have REDUCE flag in their access mode and have correct duplication flag</span></div><div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> vars = getCustomUpdateModel()-&gt;getVars();</div><div class="line"><a name="l00099"></a><span class="lineno">   99</span>&#160;        <span class="keywordflow">if</span>(std::any_of(vars.cbegin(), vars.cend(),</div><div class="line"><a name="l00100"></a><span class="lineno">  100</span>&#160;                       [duplication](<span class="keyword">const</span> <a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html">Models::Base::Var</a> &amp;v)</div><div class="line"><a name="l00101"></a><span class="lineno">  101</span>&#160;                       { </div><div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;                           <span class="keywordflow">return</span> (v.access &amp; <a class="code" href="../../de/dfb/varAccess_8h.html#a32d540eb08af15beb398b0febe15d128ac26e83d7610e4a0a9307a7bea9aec3d9">VarAccessModeAttribute::REDUCE</a>) &amp;&amp; (v.access &amp; duplication);</div><div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;                       }))</div><div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;        {</div><div class="line"><a name="l00105"></a><span class="lineno">  105</span>&#160;            <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00106"></a><span class="lineno">  106</span>&#160;        }</div><div class="line"><a name="l00107"></a><span class="lineno">  107</span>&#160;</div><div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;        <span class="comment">// Loop through all variable references</span></div><div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> modelVarRefs = getCustomUpdateModel()-&gt;getVarRefs();</div><div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;        <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> i = 0; i &lt; varRefs.size(); i++) {</div><div class="line"><a name="l00111"></a><span class="lineno">  111</span>&#160;            <span class="keyword">const</span> <span class="keyword">auto</span> varRef = varRefs.at(i);</div><div class="line"><a name="l00112"></a><span class="lineno">  112</span>&#160;            <span class="keyword">const</span> <span class="keyword">auto</span> modelVarRef = modelVarRefs.at(i);</div><div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;</div><div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160;            <span class="comment">// If custom update model reduces into this variable reference and the variable it targets has correct duplication flag</span></div><div class="line"><a name="l00115"></a><span class="lineno">  115</span>&#160;            <span class="keywordflow">if</span> ((modelVarRef.access &amp; <a class="code" href="../../de/dfb/varAccess_8h.html#a32d540eb08af15beb398b0febe15d128ac26e83d7610e4a0a9307a7bea9aec3d9">VarAccessModeAttribute::REDUCE</a>) &amp; (varRef.getVar().access &amp; duplication)) {</div><div class="line"><a name="l00116"></a><span class="lineno">  116</span>&#160;                <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;            }</div><div class="line"><a name="l00118"></a><span class="lineno">  118</span>&#160;        }</div><div class="line"><a name="l00119"></a><span class="lineno">  119</span>&#160;</div><div class="line"><a name="l00120"></a><span class="lineno">  120</span>&#160;        <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00121"></a><span class="lineno">  121</span>&#160;    }</div><div class="line"><a name="l00122"></a><span class="lineno">  122</span>&#160;</div><div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;    <span class="keyword">template</span>&lt;<span class="keyword">typename</span> V&gt;</div><div class="line"><a name="l00125"></a><span class="lineno"><a class="line" href="../../da/da9/classCustomUpdateBase.html#af063e15234b6e5e11768536695a72166">  125</a></span>&#160;    <span class="keywordtype">void</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#af063e15234b6e5e11768536695a72166">checkVarReferences</a>(<span class="keyword">const</span> std::vector&lt;V&gt; &amp;varRefs)</div><div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;    {</div><div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;        <span class="comment">// Loop through all variable references</span></div><div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> modelVarRefs = getCustomUpdateModel()-&gt;getVarRefs();</div><div class="line"><a name="l00129"></a><span class="lineno">  129</span>&#160;        <span class="keywordflow">for</span>(<span class="keywordtype">size_t</span> i = 0; i &lt; varRefs.size(); i++) {</div><div class="line"><a name="l00130"></a><span class="lineno">  130</span>&#160;            <span class="keyword">const</span> <span class="keyword">auto</span> varRef = varRefs.at(i);</div><div class="line"><a name="l00131"></a><span class="lineno">  131</span>&#160;            <span class="keyword">const</span> <span class="keyword">auto</span> modelVarRef = modelVarRefs.at(i);</div><div class="line"><a name="l00132"></a><span class="lineno">  132</span>&#160;</div><div class="line"><a name="l00133"></a><span class="lineno">  133</span>&#160;            <span class="comment">// Check types of variable references against those specified in model</span></div><div class="line"><a name="l00134"></a><span class="lineno">  134</span>&#160;            <span class="comment">// **THINK** due to GeNN&#39;s current string-based type system this is rather conservative</span></div><div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;            <span class="keywordflow">if</span>(varRef.getVar().type != modelVarRef.type) {</div><div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;                <span class="keywordflow">throw</span> std::runtime_error(<span class="stringliteral">&quot;Incompatible type for variable reference &#39;&quot;</span> + modelVarRef.name + <span class="stringliteral">&quot;&#39;&quot;</span>);</div><div class="line"><a name="l00137"></a><span class="lineno">  137</span>&#160;            }</div><div class="line"><a name="l00138"></a><span class="lineno">  138</span>&#160;</div><div class="line"><a name="l00139"></a><span class="lineno">  139</span>&#160;            <span class="comment">// Check that no reduction targets reference duplicated variables</span></div><div class="line"><a name="l00140"></a><span class="lineno">  140</span>&#160;            <span class="keywordflow">if</span>((varRef.getVar().access &amp; <a class="code" href="../../de/dfb/varAccess_8h.html#afabbd457a93205e571bff448ec134764a5c57b592f6421079706484abebcab81b">VarAccessDuplication::DUPLICATE</a>) </div><div class="line"><a name="l00141"></a><span class="lineno">  141</span>&#160;                &amp;&amp; (modelVarRef.access &amp; <a class="code" href="../../de/dfb/varAccess_8h.html#a32d540eb08af15beb398b0febe15d128ac26e83d7610e4a0a9307a7bea9aec3d9">VarAccessModeAttribute::REDUCE</a>))</div><div class="line"><a name="l00142"></a><span class="lineno">  142</span>&#160;            {</div><div class="line"><a name="l00143"></a><span class="lineno">  143</span>&#160;                <span class="keywordflow">throw</span> std::runtime_error(<span class="stringliteral">&quot;Reduction target variable reference must be to SHARED or SHARED_NEURON variables.&quot;</span>);</div><div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160;            }</div><div class="line"><a name="l00145"></a><span class="lineno">  145</span>&#160;        }</div><div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160;    }</div><div class="line"><a name="l00147"></a><span class="lineno">  147</span>&#160;</div><div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160;    <span class="keyword">template</span>&lt;<span class="keyword">typename</span> V&gt;</div><div class="line"><a name="l00150"></a><span class="lineno"><a class="line" href="../../da/da9/classCustomUpdateBase.html#a296997a7b32fdd67faa33a46dcd96cd3">  150</a></span>&#160;    <span class="keywordtype">void</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a296997a7b32fdd67faa33a46dcd96cd3">checkVarReferenceBatching</a>(<span class="keyword">const</span> std::vector&lt;V&gt;&amp; varRefs, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> batchSize)</div><div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;    {</div><div class="line"><a name="l00152"></a><span class="lineno">  152</span>&#160;        <span class="comment">// If target of any variable references is duplicated, custom update should be batched</span></div><div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160;        <span class="keywordflow">if</span>(batchSize &gt; 1) {</div><div class="line"><a name="l00154"></a><span class="lineno">  154</span>&#160;            m_Batched = std::any_of(varRefs.cbegin(), varRefs.cend(),</div><div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;                                    [](<span class="keyword">const</span> V&amp; v) { <span class="keywordflow">return</span> (v.getVar().access &amp; <a class="code" href="../../de/dfb/varAccess_8h.html#afabbd457a93205e571bff448ec134764a5c57b592f6421079706484abebcab81b">VarAccessDuplication::DUPLICATE</a>); });</div><div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160;        }</div><div class="line"><a name="l00157"></a><span class="lineno">  157</span>&#160;        <span class="keywordflow">else</span> {</div><div class="line"><a name="l00158"></a><span class="lineno">  158</span>&#160;            m_Batched = <span class="keyword">false</span>;</div><div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;        }</div><div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;</div><div class="line"><a name="l00161"></a><span class="lineno">  161</span>&#160;        <span class="comment">// Loop through all variable references</span></div><div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> modelVarRefs = getCustomUpdateModel()-&gt;getVarRefs();</div><div class="line"><a name="l00163"></a><span class="lineno">  163</span>&#160;        <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> i = 0; i &lt; varRefs.size(); i++) {</div><div class="line"><a name="l00164"></a><span class="lineno">  164</span>&#160;            <span class="keyword">const</span> <span class="keyword">auto</span> varRef = varRefs.at(i);</div><div class="line"><a name="l00165"></a><span class="lineno">  165</span>&#160;            <span class="keyword">const</span> <span class="keyword">auto</span> modelVarRef = modelVarRefs.at(i);</div><div class="line"><a name="l00166"></a><span class="lineno">  166</span>&#160;</div><div class="line"><a name="l00167"></a><span class="lineno">  167</span>&#160;             <span class="comment">// If custom update is batched, check that any variable references to shared variables are read-only</span></div><div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;            <span class="comment">// **NOTE** if custom update isn&#39;t batched, it&#39;s totally fine to write to shared variables</span></div><div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;            <span class="keywordflow">if</span>(m_Batched &amp;&amp; (varRef.getVar().access &amp; <a class="code" href="../../de/dfb/varAccess_8h.html#afabbd457a93205e571bff448ec134764a049518eb4dc1859c7cebbe15876cfd63">VarAccessDuplication::SHARED</a>)</div><div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;               &amp;&amp; (modelVarRef.access == <a class="code" href="../../de/dfb/varAccess_8h.html#ac9af5b5dbabe0b411cc7b2bca48ad72baa7b843fb734e3b3fea8e5f902d3f4144">VarAccessMode::READ_WRITE</a>))</div><div class="line"><a name="l00171"></a><span class="lineno">  171</span>&#160;            {</div><div class="line"><a name="l00172"></a><span class="lineno">  172</span>&#160;                <span class="keywordflow">throw</span> std::runtime_error(<span class="stringliteral">&quot;Variable references to SHARED variables in batched custom updates cannot be read-write.&quot;</span>);</div><div class="line"><a name="l00173"></a><span class="lineno">  173</span>&#160;            }</div><div class="line"><a name="l00174"></a><span class="lineno">  174</span>&#160;        }</div><div class="line"><a name="l00175"></a><span class="lineno">  175</span>&#160;    }</div><div class="line"><a name="l00176"></a><span class="lineno">  176</span>&#160;</div><div class="line"><a name="l00177"></a><span class="lineno">  177</span>&#160;<span class="keyword">private</span>:</div><div class="line"><a name="l00178"></a><span class="lineno">  178</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160;    <span class="comment">// Members</span></div><div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00181"></a><span class="lineno">  181</span>&#160;    <span class="keyword">const</span> std::string m_Name;</div><div class="line"><a name="l00182"></a><span class="lineno">  182</span>&#160;    <span class="keyword">const</span> std::string m_UpdateGroupName;</div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;</div><div class="line"><a name="l00184"></a><span class="lineno">  184</span>&#160;    <span class="keyword">const</span> <a class="code" href="../../de/db4/classCustomUpdateModels_1_1Base.html">CustomUpdateModels::Base</a> *m_CustomUpdateModel;</div><div class="line"><a name="l00185"></a><span class="lineno">  185</span>&#160;    <span class="keyword">const</span> std::vector&lt;double&gt; m_Params;</div><div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;    std::vector&lt;double&gt; m_DerivedParams;</div><div class="line"><a name="l00187"></a><span class="lineno">  187</span>&#160;    std::vector&lt;Models::VarInit&gt; m_VarInitialisers;</div><div class="line"><a name="l00188"></a><span class="lineno">  188</span>&#160;</div><div class="line"><a name="l00190"></a><span class="lineno">  190</span>&#160;    std::vector&lt;VarLocation&gt; m_VarLocation;</div><div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160;</div><div class="line"><a name="l00193"></a><span class="lineno">  193</span>&#160;    std::vector&lt;VarLocation&gt; m_ExtraGlobalParamLocation;</div><div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;</div><div class="line"><a name="l00196"></a><span class="lineno">  196</span>&#160;    <span class="keywordtype">bool</span> m_Batched;</div><div class="line"><a name="l00197"></a><span class="lineno">  197</span>&#160;};</div><div class="line"><a name="l00198"></a><span class="lineno">  198</span>&#160;</div><div class="line"><a name="l00199"></a><span class="lineno">  199</span>&#160;<span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00200"></a><span class="lineno">  200</span>&#160;<span class="comment">// CustomUpdate</span></div><div class="line"><a name="l00201"></a><span class="lineno">  201</span>&#160;<span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00202"></a><span class="lineno"><a class="line" href="../../d7/d60/classCustomUpdate.html">  202</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <a class="code" href="../../d7/d60/classCustomUpdate.html">CustomUpdate</a> : <span class="keyword">public</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html">CustomUpdateBase</a></div><div class="line"><a name="l00203"></a><span class="lineno">  203</span>&#160;{</div><div class="line"><a name="l00204"></a><span class="lineno">  204</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00205"></a><span class="lineno">  205</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;    <span class="comment">// Public const methods</span></div><div class="line"><a name="l00207"></a><span class="lineno">  207</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00208"></a><span class="lineno"><a class="line" href="../../d7/d60/classCustomUpdate.html#a97e005f93797e9ca1e118e99e4cd5054">  208</a></span>&#160;    <span class="keyword">const</span> std::vector&lt;Models::VarReference&gt; &amp;<a class="code" href="../../d7/d60/classCustomUpdate.html#a97e005f93797e9ca1e118e99e4cd5054">getVarReferences</a>()<span class="keyword"> const</span>{ <span class="keywordflow">return</span> m_VarReferences;  }</div><div class="line"><a name="l00209"></a><span class="lineno"><a class="line" href="../../d7/d60/classCustomUpdate.html#af02deb81c890f633a034c632fdf8d9d2">  209</a></span>&#160;    <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> <a class="code" href="../../d7/d60/classCustomUpdate.html#af02deb81c890f633a034c632fdf8d9d2">getSize</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_Size; }</div><div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;</div><div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160;<span class="keyword">protected</span>:</div><div class="line"><a name="l00212"></a><span class="lineno">  212</span>&#160;    <a class="code" href="../../d7/d60/classCustomUpdate.html">CustomUpdate</a>(<span class="keyword">const</span> std::string &amp;name, <span class="keyword">const</span> std::string &amp;updateGroupName,</div><div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;                 <span class="keyword">const</span> <a class="code" href="../../de/db4/classCustomUpdateModels_1_1Base.html">CustomUpdateModels::Base</a> *customUpdateModel, <span class="keyword">const</span> std::vector&lt;double&gt; &amp;params,</div><div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;                 <span class="keyword">const</span> std::vector&lt;Models::VarInit&gt; &amp;varInitialisers, <span class="keyword">const</span> std::vector&lt;Models::VarReference&gt; &amp;varReferences,</div><div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;                 <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> defaultVarLocation, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> defaultExtraGlobalParamLocation);</div><div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;</div><div class="line"><a name="l00217"></a><span class="lineno">  217</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00218"></a><span class="lineno">  218</span>&#160;    <span class="comment">// Protected methods</span></div><div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;    <span class="keywordtype">void</span> finalize(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> batchSize);</div><div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;</div><div class="line"><a name="l00222"></a><span class="lineno">  222</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00223"></a><span class="lineno">  223</span>&#160;    <span class="comment">// Protected const methods</span></div><div class="line"><a name="l00224"></a><span class="lineno">  224</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00225"></a><span class="lineno"><a class="line" href="../../d7/d60/classCustomUpdate.html#acc430b012fd91f5d3f8de23a7722ee91">  225</a></span>&#160;    <span class="keywordtype">bool</span> <a class="code" href="../../d7/d60/classCustomUpdate.html#acc430b012fd91f5d3f8de23a7722ee91">isBatchReduction</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a49595cd8b9bc50d4a5d335570bb8c8cb">isReduction</a>(getVarReferences(), <a class="code" href="../../de/dfb/varAccess_8h.html#afabbd457a93205e571bff448ec134764a049518eb4dc1859c7cebbe15876cfd63">VarAccessDuplication::SHARED</a>); }</div><div class="line"><a name="l00226"></a><span class="lineno"><a class="line" href="../../d7/d60/classCustomUpdate.html#a9946f0cf16f3e1e5917324c40d81c2a5">  226</a></span>&#160;    <span class="keywordtype">bool</span> <a class="code" href="../../d7/d60/classCustomUpdate.html#a9946f0cf16f3e1e5917324c40d81c2a5">isNeuronReduction</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a49595cd8b9bc50d4a5d335570bb8c8cb">isReduction</a>(getVarReferences(), <a class="code" href="../../de/dfb/varAccess_8h.html#afabbd457a93205e571bff448ec134764ab7fd9fc8f33b14088492410047d1a241">VarAccessDuplication::SHARED_NEURON</a>); }</div><div class="line"><a name="l00227"></a><span class="lineno">  227</span>&#160;</div><div class="line"><a name="l00229"></a><span class="lineno">  229</span>&#160;</div><div class="line"><a name="l00230"></a><span class="lineno">  230</span>&#160;    boost::uuids::detail::sha1::digest_type getHashDigest() <span class="keyword">const</span>;</div><div class="line"><a name="l00231"></a><span class="lineno">  231</span>&#160;</div><div class="line"><a name="l00233"></a><span class="lineno">  233</span>&#160;</div><div class="line"><a name="l00234"></a><span class="lineno">  234</span>&#160;    boost::uuids::detail::sha1::digest_type getInitHashDigest() <span class="keyword">const</span>;</div><div class="line"><a name="l00235"></a><span class="lineno">  235</span>&#160;</div><div class="line"><a name="l00236"></a><span class="lineno"><a class="line" href="../../d7/d60/classCustomUpdate.html#ac872e0f3c3b6e2d5b10740320ab6bd09">  236</a></span>&#160;    <span class="keyword">const</span> <a class="code" href="../../d7/d3b/classNeuronGroup.html">NeuronGroup</a> *<a class="code" href="../../d7/d60/classCustomUpdate.html#ac872e0f3c3b6e2d5b10740320ab6bd09">getDelayNeuronGroup</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_DelayNeuronGroup; }</div><div class="line"><a name="l00237"></a><span class="lineno">  237</span>&#160;</div><div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160;<span class="keyword">private</span>:</div><div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00240"></a><span class="lineno">  240</span>&#160;    <span class="comment">// Members</span></div><div class="line"><a name="l00241"></a><span class="lineno">  241</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00242"></a><span class="lineno">  242</span>&#160;    <span class="keyword">const</span> std::vector&lt;Models::VarReference&gt; m_VarReferences;</div><div class="line"><a name="l00243"></a><span class="lineno">  243</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> m_Size;</div><div class="line"><a name="l00244"></a><span class="lineno">  244</span>&#160;    <span class="keyword">const</span> <a class="code" href="../../d7/d3b/classNeuronGroup.html">NeuronGroup</a> *m_DelayNeuronGroup;</div><div class="line"><a name="l00245"></a><span class="lineno">  245</span>&#160;};</div><div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;</div><div class="line"><a name="l00247"></a><span class="lineno">  247</span>&#160;<span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00248"></a><span class="lineno">  248</span>&#160;<span class="comment">// CustomUpdateWU</span></div><div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;<span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00250"></a><span class="lineno"><a class="line" href="../../db/dd4/classCustomUpdateWU.html">  250</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <a class="code" href="../../db/dd4/classCustomUpdateWU.html">CustomUpdateWU</a> : <span class="keyword">public</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html">CustomUpdateBase</a></div><div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;{</div><div class="line"><a name="l00252"></a><span class="lineno">  252</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00254"></a><span class="lineno">  254</span>&#160;    <span class="comment">// Public const methods</span></div><div class="line"><a name="l00255"></a><span class="lineno">  255</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00256"></a><span class="lineno"><a class="line" href="../../db/dd4/classCustomUpdateWU.html#a55a22fc6b7c0ce01c51287b2dd652b8c">  256</a></span>&#160;    <span class="keyword">const</span> std::vector&lt;Models::WUVarReference&gt; &amp;<a class="code" href="../../db/dd4/classCustomUpdateWU.html#a55a22fc6b7c0ce01c51287b2dd652b8c">getVarReferences</a>()<span class="keyword"> const</span>{ <span class="keywordflow">return</span> m_VarReferences;  }</div><div class="line"><a name="l00257"></a><span class="lineno">  257</span>&#160;</div><div class="line"><a name="l00258"></a><span class="lineno">  258</span>&#160;<span class="keyword">protected</span>:</div><div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;    <a class="code" href="../../db/dd4/classCustomUpdateWU.html">CustomUpdateWU</a>(<span class="keyword">const</span> std::string &amp;name, <span class="keyword">const</span> std::string &amp;updateGroupName,</div><div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;                   <span class="keyword">const</span> <a class="code" href="../../de/db4/classCustomUpdateModels_1_1Base.html">CustomUpdateModels::Base</a> *customUpdateModel, <span class="keyword">const</span> std::vector&lt;double&gt; &amp;params,</div><div class="line"><a name="l00261"></a><span class="lineno">  261</span>&#160;                   <span class="keyword">const</span> std::vector&lt;Models::VarInit&gt; &amp;varInitialisers, <span class="keyword">const</span> std::vector&lt;Models::WUVarReference&gt; &amp;varReferences,</div><div class="line"><a name="l00262"></a><span class="lineno">  262</span>&#160;                   <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> defaultVarLocation, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> defaultExtraGlobalParamLocation);</div><div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;</div><div class="line"><a name="l00264"></a><span class="lineno">  264</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00265"></a><span class="lineno">  265</span>&#160;    <span class="comment">// Protected methods</span></div><div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00267"></a><span class="lineno">  267</span>&#160;    <span class="keywordtype">void</span> finalize(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> batchSize);</div><div class="line"><a name="l00268"></a><span class="lineno">  268</span>&#160;</div><div class="line"><a name="l00269"></a><span class="lineno">  269</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00270"></a><span class="lineno">  270</span>&#160;    <span class="comment">// Protected const methods</span></div><div class="line"><a name="l00271"></a><span class="lineno">  271</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00272"></a><span class="lineno"><a class="line" href="../../db/dd4/classCustomUpdateWU.html#a1e366aaa010497304d73c3c16f4d3527">  272</a></span>&#160;    <span class="keywordtype">bool</span> <a class="code" href="../../db/dd4/classCustomUpdateWU.html#a1e366aaa010497304d73c3c16f4d3527">isBatchReduction</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a49595cd8b9bc50d4a5d335570bb8c8cb">isReduction</a>(getVarReferences(), <a class="code" href="../../de/dfb/varAccess_8h.html#afabbd457a93205e571bff448ec134764a049518eb4dc1859c7cebbe15876cfd63">VarAccessDuplication::SHARED</a>); }</div><div class="line"><a name="l00273"></a><span class="lineno">  273</span>&#160;    <span class="keywordtype">bool</span> isTransposeOperation() <span class="keyword">const</span>;</div><div class="line"><a name="l00274"></a><span class="lineno">  274</span>&#160;</div><div class="line"><a name="l00275"></a><span class="lineno"><a class="line" href="../../db/dd4/classCustomUpdateWU.html#a45ee545d5c8deda64e44135dbd920160">  275</a></span>&#160;    <span class="keyword">const</span> <a class="code" href="../../dd/d48/classSynapseGroupInternal.html">SynapseGroupInternal</a> *<a class="code" href="../../db/dd4/classCustomUpdateWU.html#a45ee545d5c8deda64e44135dbd920160">getSynapseGroup</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_SynapseGroup; }</div><div class="line"><a name="l00276"></a><span class="lineno">  276</span>&#160;</div><div class="line"><a name="l00278"></a><span class="lineno">  278</span>&#160;</div><div class="line"><a name="l00279"></a><span class="lineno">  279</span>&#160;    boost::uuids::detail::sha1::digest_type getHashDigest() <span class="keyword">const</span>;</div><div class="line"><a name="l00280"></a><span class="lineno">  280</span>&#160;</div><div class="line"><a name="l00282"></a><span class="lineno">  282</span>&#160;</div><div class="line"><a name="l00283"></a><span class="lineno">  283</span>&#160;    boost::uuids::detail::sha1::digest_type getInitHashDigest() <span class="keyword">const</span>;</div><div class="line"><a name="l00284"></a><span class="lineno">  284</span>&#160;</div><div class="line"><a name="l00285"></a><span class="lineno">  285</span>&#160;<span class="keyword">private</span>:</div><div class="line"><a name="l00286"></a><span class="lineno">  286</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00287"></a><span class="lineno">  287</span>&#160;    <span class="comment">// Members</span></div><div class="line"><a name="l00288"></a><span class="lineno">  288</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00289"></a><span class="lineno">  289</span>&#160;    <span class="keyword">const</span> std::vector&lt;Models::WUVarReference&gt; m_VarReferences;</div><div class="line"><a name="l00290"></a><span class="lineno">  290</span>&#160;    <span class="keyword">const</span> <a class="code" href="../../dd/d48/classSynapseGroupInternal.html">SynapseGroupInternal</a> *m_SynapseGroup;</div><div class="line"><a name="l00291"></a><span class="lineno">  291</span>&#160;};</div><div class="ttc" id="classNeuronGroup_html"><div class="ttname"><a href="../../d7/d3b/classNeuronGroup.html">NeuronGroup</a></div><div class="ttdef"><b>Definition:</b> neuronGroup.h:21</div></div>
+<a href="../../d5/d56/customUpdate_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;</div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment">// Standard includes</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="preprocessor">#include &lt;string&gt;</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="preprocessor">#include &lt;vector&gt;</span></div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;</div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="comment">// GeNN includes</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d1/d8e/gennExport_8h.html">gennExport.h</a>&quot;</span></div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d9/d59/gennUtils_8h.html">gennUtils.h</a>&quot;</span></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d3/df5/customUpdateModels_8h.html">customUpdateModels.h</a>&quot;</span></div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d6/d8f/variableMode_8h.html">variableMode.h</a>&quot;</span></div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;</div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;<span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="comment">// CustomUpdateBase</span></div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00016"></a><span class="lineno"><a class="line" href="../../da/da9/classCustomUpdateBase.html">   16</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <a class="code" href="../../da/da9/classCustomUpdateBase.html">CustomUpdateBase</a></div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;{</div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;    <a class="code" href="../../da/da9/classCustomUpdateBase.html">CustomUpdateBase</a>(<span class="keyword">const</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html">CustomUpdateBase</a> &amp;) = <span class="keyword">delete</span>;</div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;    <a class="code" href="../../da/da9/classCustomUpdateBase.html">CustomUpdateBase</a>() = <span class="keyword">delete</span>;</div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;</div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;    <span class="comment">// Public methods</span></div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;<span class="comment"></span></div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;    <span class="keywordtype">void</span> setVarLocation(<span class="keyword">const</span> std::string &amp;varName, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> loc);</div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;</div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;    <span class="comment">// Public const methods</span></div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00032"></a><span class="lineno"><a class="line" href="../../da/da9/classCustomUpdateBase.html#a35919a4e5d5d865c3678534fa987e8a8">   32</a></span>&#160;    <span class="keyword">const</span> std::string &amp;<a class="code" href="../../da/da9/classCustomUpdateBase.html#a35919a4e5d5d865c3678534fa987e8a8">getName</a>()<span class="keyword"> const</span>{ <span class="keywordflow">return</span> m_Name; }</div><div class="line"><a name="l00033"></a><span class="lineno"><a class="line" href="../../da/da9/classCustomUpdateBase.html#a9764365eec5330eb9f92e475be1b55d0">   33</a></span>&#160;    <span class="keyword">const</span> std::string &amp;<a class="code" href="../../da/da9/classCustomUpdateBase.html#a9764365eec5330eb9f92e475be1b55d0">getUpdateGroupName</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_UpdateGroupName; }</div><div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;</div><div class="line"><a name="l00036"></a><span class="lineno"><a class="line" href="../../da/da9/classCustomUpdateBase.html#ab9802e15bf999e14d3074099f5327324">   36</a></span>&#160;    <span class="keyword">const</span> <a class="code" href="../../de/db4/classCustomUpdateModels_1_1Base.html">CustomUpdateModels::Base</a> *<a class="code" href="../../da/da9/classCustomUpdateBase.html#ab9802e15bf999e14d3074099f5327324">getCustomUpdateModel</a>()<span class="keyword"> const</span>{ <span class="keywordflow">return</span> m_CustomUpdateModel; }</div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;</div><div class="line"><a name="l00038"></a><span class="lineno"><a class="line" href="../../da/da9/classCustomUpdateBase.html#a18de527e24453617ab10c333c22159bb">   38</a></span>&#160;    <span class="keyword">const</span> std::vector&lt;double&gt; &amp;<a class="code" href="../../da/da9/classCustomUpdateBase.html#a18de527e24453617ab10c333c22159bb">getParams</a>()<span class="keyword"> const</span>{ <span class="keywordflow">return</span> m_Params; }</div><div class="line"><a name="l00039"></a><span class="lineno"><a class="line" href="../../da/da9/classCustomUpdateBase.html#a3421ada538f8e6faf7fe7d14ae6d2c5b">   39</a></span>&#160;    <span class="keyword">const</span> std::vector&lt;Models::VarInit&gt; &amp;<a class="code" href="../../da/da9/classCustomUpdateBase.html#a3421ada538f8e6faf7fe7d14ae6d2c5b">getVarInitialisers</a>()<span class="keyword"> const</span>{ <span class="keywordflow">return</span> m_VarInitialisers; }</div><div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;</div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;    <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> getVarLocation(<span class="keyword">const</span> std::string &amp;varName) <span class="keyword">const</span>;</div><div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160;</div><div class="line"><a name="l00045"></a><span class="lineno"><a class="line" href="../../da/da9/classCustomUpdateBase.html#a6fda4b8c6e6e93496f58ccb837dfcf95">   45</a></span>&#160;    <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a6fda4b8c6e6e93496f58ccb837dfcf95">getVarLocation</a>(<span class="keywordtype">size_t</span> index)<span class="keyword"> const</span>{ <span class="keywordflow">return</span> m_VarLocation.at(index); }</div><div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;</div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;    <span class="keywordtype">bool</span> isVarInitRequired() <span class="keyword">const</span>;</div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;</div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;<span class="keyword">protected</span>:</div><div class="line"><a name="l00051"></a><span class="lineno"><a class="line" href="../../da/da9/classCustomUpdateBase.html#abb63e2c199fd58ebf8152e0bd7a085c2">   51</a></span>&#160;    <a class="code" href="../../da/da9/classCustomUpdateBase.html#abb63e2c199fd58ebf8152e0bd7a085c2">CustomUpdateBase</a>(<span class="keyword">const</span> std::string &amp;name, <span class="keyword">const</span> std::string &amp;updateGroupName,</div><div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;                     <span class="keyword">const</span> <a class="code" href="../../de/db4/classCustomUpdateModels_1_1Base.html">CustomUpdateModels::Base</a> *customUpdateModel, <span class="keyword">const</span> std::vector&lt;double&gt; &amp;params,</div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;                     <span class="keyword">const</span> std::vector&lt;Models::VarInit&gt; &amp;varInitialisers,</div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;                     <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> defaultVarLocation, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> defaultExtraGlobalParamLocation)</div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;    :   m_Name(name), m_UpdateGroupName(updateGroupName), m_CustomUpdateModel(customUpdateModel), m_Params(params), </div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;        m_VarInitialisers(varInitialisers), m_VarLocation(varInitialisers.size(), defaultVarLocation),</div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;        m_ExtraGlobalParamLocation(customUpdateModel-&gt;getExtraGlobalParams().size(), defaultExtraGlobalParamLocation),</div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;        m_Batched(false)</div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;    {</div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;        <span class="comment">// Validate names</span></div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;        <a class="code" href="../../d4/d3d/namespaceUtils.html#aea4839861eb9067ce6b87b550cdf01d7">Utils::validatePopName</a>(name, <span class="stringliteral">&quot;Custom update&quot;</span>);</div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;        <a class="code" href="../../d4/d3d/namespaceUtils.html#aea4839861eb9067ce6b87b550cdf01d7">Utils::validatePopName</a>(updateGroupName, <span class="stringliteral">&quot;Custom update group name&quot;</span>);</div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;        getCustomUpdateModel()-&gt;validate();</div><div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;    }</div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;</div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;    <span class="comment">// Protected methods</span></div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;    <span class="keywordtype">void</span> initDerivedParams(<span class="keywordtype">double</span> dt);</div><div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;</div><div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00072"></a><span class="lineno">   72</span>&#160;    <span class="comment">// Protected const methods</span></div><div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00074"></a><span class="lineno"><a class="line" href="../../da/da9/classCustomUpdateBase.html#ab7389840388acb8b146f877c4337fe58">   74</a></span>&#160;    <span class="keyword">const</span> std::vector&lt;double&gt; &amp;<a class="code" href="../../da/da9/classCustomUpdateBase.html#ab7389840388acb8b146f877c4337fe58">getDerivedParams</a>()<span class="keyword"> const</span>{ <span class="keywordflow">return</span> m_DerivedParams; }</div><div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;</div><div class="line"><a name="l00077"></a><span class="lineno">   77</span>&#160;    <span class="keywordtype">bool</span> isInitRNGRequired() <span class="keyword">const</span>;</div><div class="line"><a name="l00078"></a><span class="lineno">   78</span>&#160;</div><div class="line"><a name="l00079"></a><span class="lineno">   79</span>&#160;    <span class="keywordtype">bool</span> isZeroCopyEnabled() <span class="keyword">const</span>;</div><div class="line"><a name="l00080"></a><span class="lineno">   80</span>&#160;</div><div class="line"><a name="l00082"></a><span class="lineno"><a class="line" href="../../da/da9/classCustomUpdateBase.html#a70d7ff78782d9978c1501b7d2598ff6d">   82</a></span>&#160;    <span class="keywordtype">bool</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a70d7ff78782d9978c1501b7d2598ff6d">isBatched</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_Batched; }</div><div class="line"><a name="l00083"></a><span class="lineno">   83</span>&#160;</div><div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;</div><div class="line"><a name="l00086"></a><span class="lineno">   86</span>&#160;    <span class="keywordtype">void</span> <a class="code" href="../../d4/d3d/namespaceUtils.html#ae55486e13e7ed81c88358cf9ce4cf014">updateHash</a>(boost::uuids::detail::sha1 &amp;hash) <span class="keyword">const</span>;</div><div class="line"><a name="l00087"></a><span class="lineno">   87</span>&#160;</div><div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;</div><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;    <span class="keywordtype">void</span> updateInitHash(boost::uuids::detail::sha1 &amp;hash) <span class="keyword">const</span>;</div><div class="line"><a name="l00091"></a><span class="lineno">   91</span>&#160;</div><div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;    boost::uuids::detail::sha1::digest_type getVarLocationHashDigest() <span class="keyword">const</span>;</div><div class="line"><a name="l00093"></a><span class="lineno">   93</span>&#160;</div><div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;    <span class="keyword">template</span>&lt;<span class="keyword">typename</span> V&gt;</div><div class="line"><a name="l00095"></a><span class="lineno"><a class="line" href="../../da/da9/classCustomUpdateBase.html#a49595cd8b9bc50d4a5d335570bb8c8cb">   95</a></span>&#160;    <span class="keywordtype">bool</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a49595cd8b9bc50d4a5d335570bb8c8cb">isReduction</a>(<span class="keyword">const</span> std::vector&lt;V&gt; &amp;varRefs, <a class="code" href="../../de/dfb/varAccess_8h.html#afabbd457a93205e571bff448ec134764">VarAccessDuplication</a> duplication)<span class="keyword"> const</span></div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;<span class="keyword">    </span>{</div><div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;        <span class="comment">// Return true if any variables have REDUCE flag in their access mode and have correct duplication flag</span></div><div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> vars = getCustomUpdateModel()-&gt;getVars();</div><div class="line"><a name="l00099"></a><span class="lineno">   99</span>&#160;        <span class="keywordflow">if</span>(std::any_of(vars.cbegin(), vars.cend(),</div><div class="line"><a name="l00100"></a><span class="lineno">  100</span>&#160;                       [duplication](<span class="keyword">const</span> <a class="code" href="../../d5/d42/structModels_1_1Base_1_1Var.html">Models::Base::Var</a> &amp;v)</div><div class="line"><a name="l00101"></a><span class="lineno">  101</span>&#160;                       { </div><div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;                           <span class="keywordflow">return</span> (v.access &amp; <a class="code" href="../../de/dfb/varAccess_8h.html#a32d540eb08af15beb398b0febe15d128ac26e83d7610e4a0a9307a7bea9aec3d9">VarAccessModeAttribute::REDUCE</a>) &amp;&amp; (v.access &amp; duplication);</div><div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;                       }))</div><div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;        {</div><div class="line"><a name="l00105"></a><span class="lineno">  105</span>&#160;            <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00106"></a><span class="lineno">  106</span>&#160;        }</div><div class="line"><a name="l00107"></a><span class="lineno">  107</span>&#160;</div><div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;        <span class="comment">// Loop through all variable references</span></div><div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> modelVarRefs = getCustomUpdateModel()-&gt;getVarRefs();</div><div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;        <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> i = 0; i &lt; varRefs.size(); i++) {</div><div class="line"><a name="l00111"></a><span class="lineno">  111</span>&#160;            <span class="keyword">const</span> <span class="keyword">auto</span> varRef = varRefs.at(i);</div><div class="line"><a name="l00112"></a><span class="lineno">  112</span>&#160;            <span class="keyword">const</span> <span class="keyword">auto</span> modelVarRef = modelVarRefs.at(i);</div><div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;</div><div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160;            <span class="comment">// If custom update model reduces into this variable reference and the variable it targets has correct duplication flag</span></div><div class="line"><a name="l00115"></a><span class="lineno">  115</span>&#160;            <span class="keywordflow">if</span> ((modelVarRef.access &amp; <a class="code" href="../../de/dfb/varAccess_8h.html#a32d540eb08af15beb398b0febe15d128ac26e83d7610e4a0a9307a7bea9aec3d9">VarAccessModeAttribute::REDUCE</a>) &amp; (varRef.getVar().access &amp; duplication)) {</div><div class="line"><a name="l00116"></a><span class="lineno">  116</span>&#160;                <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;            }</div><div class="line"><a name="l00118"></a><span class="lineno">  118</span>&#160;        }</div><div class="line"><a name="l00119"></a><span class="lineno">  119</span>&#160;</div><div class="line"><a name="l00120"></a><span class="lineno">  120</span>&#160;        <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00121"></a><span class="lineno">  121</span>&#160;    }</div><div class="line"><a name="l00122"></a><span class="lineno">  122</span>&#160;</div><div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;    <span class="keyword">template</span>&lt;<span class="keyword">typename</span> V&gt;</div><div class="line"><a name="l00125"></a><span class="lineno"><a class="line" href="../../da/da9/classCustomUpdateBase.html#af063e15234b6e5e11768536695a72166">  125</a></span>&#160;    <span class="keywordtype">void</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#af063e15234b6e5e11768536695a72166">checkVarReferences</a>(<span class="keyword">const</span> std::vector&lt;V&gt; &amp;varRefs)</div><div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;    {</div><div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;        <span class="comment">// Loop through all variable references</span></div><div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> modelVarRefs = getCustomUpdateModel()-&gt;getVarRefs();</div><div class="line"><a name="l00129"></a><span class="lineno">  129</span>&#160;        <span class="keywordflow">for</span>(<span class="keywordtype">size_t</span> i = 0; i &lt; varRefs.size(); i++) {</div><div class="line"><a name="l00130"></a><span class="lineno">  130</span>&#160;            <span class="keyword">const</span> <span class="keyword">auto</span> varRef = varRefs.at(i);</div><div class="line"><a name="l00131"></a><span class="lineno">  131</span>&#160;            <span class="keyword">const</span> <span class="keyword">auto</span> modelVarRef = modelVarRefs.at(i);</div><div class="line"><a name="l00132"></a><span class="lineno">  132</span>&#160;</div><div class="line"><a name="l00133"></a><span class="lineno">  133</span>&#160;            <span class="comment">// Check types of variable references against those specified in model</span></div><div class="line"><a name="l00134"></a><span class="lineno">  134</span>&#160;            <span class="comment">// **THINK** due to GeNN&#39;s current string-based type system this is rather conservative</span></div><div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;            <span class="keywordflow">if</span>(varRef.getVar().type != modelVarRef.type) {</div><div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;                <span class="keywordflow">throw</span> std::runtime_error(<span class="stringliteral">&quot;Incompatible type for variable reference &#39;&quot;</span> + modelVarRef.name + <span class="stringliteral">&quot;&#39;&quot;</span>);</div><div class="line"><a name="l00137"></a><span class="lineno">  137</span>&#160;            }</div><div class="line"><a name="l00138"></a><span class="lineno">  138</span>&#160;</div><div class="line"><a name="l00139"></a><span class="lineno">  139</span>&#160;            <span class="comment">// Check that no reduction targets reference duplicated variables</span></div><div class="line"><a name="l00140"></a><span class="lineno">  140</span>&#160;            <span class="keywordflow">if</span>((varRef.getVar().access &amp; <a class="code" href="../../de/dfb/varAccess_8h.html#afabbd457a93205e571bff448ec134764a5c57b592f6421079706484abebcab81b">VarAccessDuplication::DUPLICATE</a>) </div><div class="line"><a name="l00141"></a><span class="lineno">  141</span>&#160;                &amp;&amp; (modelVarRef.access &amp; <a class="code" href="../../de/dfb/varAccess_8h.html#a32d540eb08af15beb398b0febe15d128ac26e83d7610e4a0a9307a7bea9aec3d9">VarAccessModeAttribute::REDUCE</a>))</div><div class="line"><a name="l00142"></a><span class="lineno">  142</span>&#160;            {</div><div class="line"><a name="l00143"></a><span class="lineno">  143</span>&#160;                <span class="keywordflow">throw</span> std::runtime_error(<span class="stringliteral">&quot;Reduction target variable reference must be to SHARED or SHARED_NEURON variables.&quot;</span>);</div><div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160;            }</div><div class="line"><a name="l00145"></a><span class="lineno">  145</span>&#160;        }</div><div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160;    }</div><div class="line"><a name="l00147"></a><span class="lineno">  147</span>&#160;</div><div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160;    <span class="keyword">template</span>&lt;<span class="keyword">typename</span> V&gt;</div><div class="line"><a name="l00150"></a><span class="lineno"><a class="line" href="../../da/da9/classCustomUpdateBase.html#a296997a7b32fdd67faa33a46dcd96cd3">  150</a></span>&#160;    <span class="keywordtype">void</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a296997a7b32fdd67faa33a46dcd96cd3">checkVarReferenceBatching</a>(<span class="keyword">const</span> std::vector&lt;V&gt;&amp; varRefs, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> batchSize)</div><div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;    {</div><div class="line"><a name="l00152"></a><span class="lineno">  152</span>&#160;        <span class="comment">// If target of any variable references is not shared across batches, custom update should be batched</span></div><div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160;        <span class="keywordflow">if</span>(batchSize &gt; 1) {</div><div class="line"><a name="l00154"></a><span class="lineno">  154</span>&#160;            m_Batched = std::any_of(varRefs.cbegin(), varRefs.cend(),</div><div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;                                    [](<span class="keyword">const</span> V&amp; v) </div><div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160;                                    {</div><div class="line"><a name="l00157"></a><span class="lineno">  157</span>&#160;                                        <span class="keywordflow">return</span> (v.isBatched() &amp;&amp; !(v.getVar().access &amp; <a class="code" href="../../de/dfb/varAccess_8h.html#afabbd457a93205e571bff448ec134764a049518eb4dc1859c7cebbe15876cfd63">VarAccessDuplication::SHARED</a>)); </div><div class="line"><a name="l00158"></a><span class="lineno">  158</span>&#160;                                    });</div><div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;        }</div><div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;        <span class="keywordflow">else</span> {</div><div class="line"><a name="l00161"></a><span class="lineno">  161</span>&#160;            m_Batched = <span class="keyword">false</span>;</div><div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;        }</div><div class="line"><a name="l00163"></a><span class="lineno">  163</span>&#160;</div><div class="line"><a name="l00164"></a><span class="lineno">  164</span>&#160;        <span class="comment">// Loop through all variable references</span></div><div class="line"><a name="l00165"></a><span class="lineno">  165</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> modelVarRefs = getCustomUpdateModel()-&gt;getVarRefs();</div><div class="line"><a name="l00166"></a><span class="lineno">  166</span>&#160;        <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> i = 0; i &lt; varRefs.size(); i++) {</div><div class="line"><a name="l00167"></a><span class="lineno">  167</span>&#160;            <span class="keyword">const</span> <span class="keyword">auto</span> varRef = varRefs.at(i);</div><div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;            <span class="keyword">const</span> <span class="keyword">auto</span> modelVarRef = modelVarRefs.at(i);</div><div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;</div><div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;            <span class="comment">// If custom update is batched, check that any variable references to shared variables are read-only</span></div><div class="line"><a name="l00171"></a><span class="lineno">  171</span>&#160;            <span class="comment">// **NOTE** if custom update isn&#39;t batched, it&#39;s totally fine to write to shared variables</span></div><div class="line"><a name="l00172"></a><span class="lineno">  172</span>&#160;            <span class="keywordflow">if</span>(m_Batched &amp;&amp; (varRef.getVar().access &amp; <a class="code" href="../../de/dfb/varAccess_8h.html#afabbd457a93205e571bff448ec134764a049518eb4dc1859c7cebbe15876cfd63">VarAccessDuplication::SHARED</a>)</div><div class="line"><a name="l00173"></a><span class="lineno">  173</span>&#160;               &amp;&amp; (modelVarRef.access == <a class="code" href="../../de/dfb/varAccess_8h.html#ac9af5b5dbabe0b411cc7b2bca48ad72baa7b843fb734e3b3fea8e5f902d3f4144">VarAccessMode::READ_WRITE</a>))</div><div class="line"><a name="l00174"></a><span class="lineno">  174</span>&#160;            {</div><div class="line"><a name="l00175"></a><span class="lineno">  175</span>&#160;                <span class="keywordflow">throw</span> std::runtime_error(<span class="stringliteral">&quot;Variable references to SHARED variables in batched custom updates cannot be read-write.&quot;</span>);</div><div class="line"><a name="l00176"></a><span class="lineno">  176</span>&#160;            }</div><div class="line"><a name="l00177"></a><span class="lineno">  177</span>&#160;        }</div><div class="line"><a name="l00178"></a><span class="lineno">  178</span>&#160;    }</div><div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160;</div><div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;<span class="keyword">private</span>:</div><div class="line"><a name="l00181"></a><span class="lineno">  181</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00182"></a><span class="lineno">  182</span>&#160;    <span class="comment">// Members</span></div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00184"></a><span class="lineno">  184</span>&#160;    <span class="keyword">const</span> std::string m_Name;</div><div class="line"><a name="l00185"></a><span class="lineno">  185</span>&#160;    <span class="keyword">const</span> std::string m_UpdateGroupName;</div><div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;</div><div class="line"><a name="l00187"></a><span class="lineno">  187</span>&#160;    <span class="keyword">const</span> <a class="code" href="../../de/db4/classCustomUpdateModels_1_1Base.html">CustomUpdateModels::Base</a> *m_CustomUpdateModel;</div><div class="line"><a name="l00188"></a><span class="lineno">  188</span>&#160;    <span class="keyword">const</span> std::vector&lt;double&gt; m_Params;</div><div class="line"><a name="l00189"></a><span class="lineno">  189</span>&#160;    std::vector&lt;double&gt; m_DerivedParams;</div><div class="line"><a name="l00190"></a><span class="lineno">  190</span>&#160;    std::vector&lt;Models::VarInit&gt; m_VarInitialisers;</div><div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160;</div><div class="line"><a name="l00193"></a><span class="lineno">  193</span>&#160;    std::vector&lt;VarLocation&gt; m_VarLocation;</div><div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;</div><div class="line"><a name="l00196"></a><span class="lineno">  196</span>&#160;    std::vector&lt;VarLocation&gt; m_ExtraGlobalParamLocation;</div><div class="line"><a name="l00197"></a><span class="lineno">  197</span>&#160;</div><div class="line"><a name="l00199"></a><span class="lineno">  199</span>&#160;    <span class="keywordtype">bool</span> m_Batched;</div><div class="line"><a name="l00200"></a><span class="lineno">  200</span>&#160;};</div><div class="line"><a name="l00201"></a><span class="lineno">  201</span>&#160;</div><div class="line"><a name="l00202"></a><span class="lineno">  202</span>&#160;<span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00203"></a><span class="lineno">  203</span>&#160;<span class="comment">// CustomUpdate</span></div><div class="line"><a name="l00204"></a><span class="lineno">  204</span>&#160;<span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00205"></a><span class="lineno"><a class="line" href="../../d7/d60/classCustomUpdate.html">  205</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <a class="code" href="../../d7/d60/classCustomUpdate.html">CustomUpdate</a> : <span class="keyword">public</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html">CustomUpdateBase</a></div><div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;{</div><div class="line"><a name="l00207"></a><span class="lineno">  207</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00208"></a><span class="lineno">  208</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00209"></a><span class="lineno">  209</span>&#160;    <span class="comment">// Public const methods</span></div><div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00211"></a><span class="lineno"><a class="line" href="../../d7/d60/classCustomUpdate.html#a97e005f93797e9ca1e118e99e4cd5054">  211</a></span>&#160;    <span class="keyword">const</span> std::vector&lt;Models::VarReference&gt; &amp;<a class="code" href="../../d7/d60/classCustomUpdate.html#a97e005f93797e9ca1e118e99e4cd5054">getVarReferences</a>()<span class="keyword"> const</span>{ <span class="keywordflow">return</span> m_VarReferences;  }</div><div class="line"><a name="l00212"></a><span class="lineno"><a class="line" href="../../d7/d60/classCustomUpdate.html#af02deb81c890f633a034c632fdf8d9d2">  212</a></span>&#160;    <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> <a class="code" href="../../d7/d60/classCustomUpdate.html#af02deb81c890f633a034c632fdf8d9d2">getSize</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_Size; }</div><div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;</div><div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;<span class="keyword">protected</span>:</div><div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;    <a class="code" href="../../d7/d60/classCustomUpdate.html">CustomUpdate</a>(<span class="keyword">const</span> std::string &amp;name, <span class="keyword">const</span> std::string &amp;updateGroupName,</div><div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;                 <span class="keyword">const</span> <a class="code" href="../../de/db4/classCustomUpdateModels_1_1Base.html">CustomUpdateModels::Base</a> *customUpdateModel, <span class="keyword">const</span> std::vector&lt;double&gt; &amp;params,</div><div class="line"><a name="l00217"></a><span class="lineno">  217</span>&#160;                 <span class="keyword">const</span> std::vector&lt;Models::VarInit&gt; &amp;varInitialisers, <span class="keyword">const</span> std::vector&lt;Models::VarReference&gt; &amp;varReferences,</div><div class="line"><a name="l00218"></a><span class="lineno">  218</span>&#160;                 <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> defaultVarLocation, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> defaultExtraGlobalParamLocation);</div><div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;</div><div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;    <span class="comment">// Protected methods</span></div><div class="line"><a name="l00222"></a><span class="lineno">  222</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00223"></a><span class="lineno">  223</span>&#160;    <span class="keywordtype">void</span> finalize(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> batchSize);</div><div class="line"><a name="l00224"></a><span class="lineno">  224</span>&#160;</div><div class="line"><a name="l00225"></a><span class="lineno">  225</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00226"></a><span class="lineno">  226</span>&#160;    <span class="comment">// Protected const methods</span></div><div class="line"><a name="l00227"></a><span class="lineno">  227</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00228"></a><span class="lineno"><a class="line" href="../../d7/d60/classCustomUpdate.html#acc430b012fd91f5d3f8de23a7722ee91">  228</a></span>&#160;    <span class="keywordtype">bool</span> <a class="code" href="../../d7/d60/classCustomUpdate.html#acc430b012fd91f5d3f8de23a7722ee91">isBatchReduction</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a49595cd8b9bc50d4a5d335570bb8c8cb">isReduction</a>(getVarReferences(), <a class="code" href="../../de/dfb/varAccess_8h.html#afabbd457a93205e571bff448ec134764a049518eb4dc1859c7cebbe15876cfd63">VarAccessDuplication::SHARED</a>); }</div><div class="line"><a name="l00229"></a><span class="lineno"><a class="line" href="../../d7/d60/classCustomUpdate.html#a9946f0cf16f3e1e5917324c40d81c2a5">  229</a></span>&#160;    <span class="keywordtype">bool</span> <a class="code" href="../../d7/d60/classCustomUpdate.html#a9946f0cf16f3e1e5917324c40d81c2a5">isNeuronReduction</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a49595cd8b9bc50d4a5d335570bb8c8cb">isReduction</a>(getVarReferences(), <a class="code" href="../../de/dfb/varAccess_8h.html#afabbd457a93205e571bff448ec134764ab7fd9fc8f33b14088492410047d1a241">VarAccessDuplication::SHARED_NEURON</a>); }</div><div class="line"><a name="l00230"></a><span class="lineno"><a class="line" href="../../d7/d60/classCustomUpdate.html#a621623ac0e6d68e66ca0d6e1f3672f5f">  230</a></span>&#160;    <span class="keywordtype">bool</span> <a class="code" href="../../d7/d60/classCustomUpdate.html#a621623ac0e6d68e66ca0d6e1f3672f5f">isPerNeuron</a>()<span class="keyword"> const</span>{ <span class="keywordflow">return</span> m_PerNeuron; }</div><div class="line"><a name="l00231"></a><span class="lineno">  231</span>&#160;</div><div class="line"><a name="l00233"></a><span class="lineno">  233</span>&#160;</div><div class="line"><a name="l00234"></a><span class="lineno">  234</span>&#160;    boost::uuids::detail::sha1::digest_type getHashDigest() <span class="keyword">const</span>;</div><div class="line"><a name="l00235"></a><span class="lineno">  235</span>&#160;</div><div class="line"><a name="l00237"></a><span class="lineno">  237</span>&#160;</div><div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160;    boost::uuids::detail::sha1::digest_type getInitHashDigest() <span class="keyword">const</span>;</div><div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;</div><div class="line"><a name="l00240"></a><span class="lineno"><a class="line" href="../../d7/d60/classCustomUpdate.html#ac872e0f3c3b6e2d5b10740320ab6bd09">  240</a></span>&#160;    <span class="keyword">const</span> <a class="code" href="../../d7/d3b/classNeuronGroup.html">NeuronGroup</a> *<a class="code" href="../../d7/d60/classCustomUpdate.html#ac872e0f3c3b6e2d5b10740320ab6bd09">getDelayNeuronGroup</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_DelayNeuronGroup; }</div><div class="line"><a name="l00241"></a><span class="lineno">  241</span>&#160;</div><div class="line"><a name="l00242"></a><span class="lineno">  242</span>&#160;<span class="keyword">private</span>:</div><div class="line"><a name="l00243"></a><span class="lineno">  243</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00244"></a><span class="lineno">  244</span>&#160;    <span class="comment">// Members</span></div><div class="line"><a name="l00245"></a><span class="lineno">  245</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;    <span class="keyword">const</span> std::vector&lt;Models::VarReference&gt; m_VarReferences;</div><div class="line"><a name="l00247"></a><span class="lineno">  247</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> m_Size;</div><div class="line"><a name="l00248"></a><span class="lineno">  248</span>&#160;    <span class="keyword">const</span> <a class="code" href="../../d7/d3b/classNeuronGroup.html">NeuronGroup</a> *m_DelayNeuronGroup;</div><div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;</div><div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;    <span class="keywordtype">bool</span> m_PerNeuron;</div><div class="line"><a name="l00252"></a><span class="lineno">  252</span>&#160;};</div><div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;</div><div class="line"><a name="l00254"></a><span class="lineno">  254</span>&#160;<span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00255"></a><span class="lineno">  255</span>&#160;<span class="comment">// CustomUpdateWU</span></div><div class="line"><a name="l00256"></a><span class="lineno">  256</span>&#160;<span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00257"></a><span class="lineno"><a class="line" href="../../db/dd4/classCustomUpdateWU.html">  257</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <a class="code" href="../../db/dd4/classCustomUpdateWU.html">CustomUpdateWU</a> : <span class="keyword">public</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html">CustomUpdateBase</a></div><div class="line"><a name="l00258"></a><span class="lineno">  258</span>&#160;{</div><div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00261"></a><span class="lineno">  261</span>&#160;    <span class="comment">// Public const methods</span></div><div class="line"><a name="l00262"></a><span class="lineno">  262</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00263"></a><span class="lineno"><a class="line" href="../../db/dd4/classCustomUpdateWU.html#a55a22fc6b7c0ce01c51287b2dd652b8c">  263</a></span>&#160;    <span class="keyword">const</span> std::vector&lt;Models::WUVarReference&gt; &amp;<a class="code" href="../../db/dd4/classCustomUpdateWU.html#a55a22fc6b7c0ce01c51287b2dd652b8c">getVarReferences</a>()<span class="keyword"> const</span>{ <span class="keywordflow">return</span> m_VarReferences;  }</div><div class="line"><a name="l00264"></a><span class="lineno">  264</span>&#160;</div><div class="line"><a name="l00265"></a><span class="lineno">  265</span>&#160;<span class="keyword">protected</span>:</div><div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;    <a class="code" href="../../db/dd4/classCustomUpdateWU.html">CustomUpdateWU</a>(<span class="keyword">const</span> std::string &amp;name, <span class="keyword">const</span> std::string &amp;updateGroupName,</div><div class="line"><a name="l00267"></a><span class="lineno">  267</span>&#160;                   <span class="keyword">const</span> <a class="code" href="../../de/db4/classCustomUpdateModels_1_1Base.html">CustomUpdateModels::Base</a> *customUpdateModel, <span class="keyword">const</span> std::vector&lt;double&gt; &amp;params,</div><div class="line"><a name="l00268"></a><span class="lineno">  268</span>&#160;                   <span class="keyword">const</span> std::vector&lt;Models::VarInit&gt; &amp;varInitialisers, <span class="keyword">const</span> std::vector&lt;Models::WUVarReference&gt; &amp;varReferences,</div><div class="line"><a name="l00269"></a><span class="lineno">  269</span>&#160;                   <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> defaultVarLocation, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> defaultExtraGlobalParamLocation);</div><div class="line"><a name="l00270"></a><span class="lineno">  270</span>&#160;</div><div class="line"><a name="l00271"></a><span class="lineno">  271</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00272"></a><span class="lineno">  272</span>&#160;    <span class="comment">// Protected methods</span></div><div class="line"><a name="l00273"></a><span class="lineno">  273</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00274"></a><span class="lineno">  274</span>&#160;    <span class="keywordtype">void</span> finalize(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> batchSize);</div><div class="line"><a name="l00275"></a><span class="lineno">  275</span>&#160;</div><div class="line"><a name="l00276"></a><span class="lineno">  276</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00277"></a><span class="lineno">  277</span>&#160;    <span class="comment">// Protected const methods</span></div><div class="line"><a name="l00278"></a><span class="lineno">  278</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00279"></a><span class="lineno"><a class="line" href="../../db/dd4/classCustomUpdateWU.html#a1e366aaa010497304d73c3c16f4d3527">  279</a></span>&#160;    <span class="keywordtype">bool</span> <a class="code" href="../../db/dd4/classCustomUpdateWU.html#a1e366aaa010497304d73c3c16f4d3527">isBatchReduction</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a49595cd8b9bc50d4a5d335570bb8c8cb">isReduction</a>(getVarReferences(), <a class="code" href="../../de/dfb/varAccess_8h.html#afabbd457a93205e571bff448ec134764a049518eb4dc1859c7cebbe15876cfd63">VarAccessDuplication::SHARED</a>); }</div><div class="line"><a name="l00280"></a><span class="lineno">  280</span>&#160;    <span class="keywordtype">bool</span> isTransposeOperation() <span class="keyword">const</span>;</div><div class="line"><a name="l00281"></a><span class="lineno">  281</span>&#160;</div><div class="line"><a name="l00282"></a><span class="lineno"><a class="line" href="../../db/dd4/classCustomUpdateWU.html#a45ee545d5c8deda64e44135dbd920160">  282</a></span>&#160;    <span class="keyword">const</span> <a class="code" href="../../dd/d48/classSynapseGroupInternal.html">SynapseGroupInternal</a> *<a class="code" href="../../db/dd4/classCustomUpdateWU.html#a45ee545d5c8deda64e44135dbd920160">getSynapseGroup</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_SynapseGroup; }</div><div class="line"><a name="l00283"></a><span class="lineno">  283</span>&#160;</div><div class="line"><a name="l00285"></a><span class="lineno">  285</span>&#160;</div><div class="line"><a name="l00286"></a><span class="lineno">  286</span>&#160;    boost::uuids::detail::sha1::digest_type getHashDigest() <span class="keyword">const</span>;</div><div class="line"><a name="l00287"></a><span class="lineno">  287</span>&#160;</div><div class="line"><a name="l00289"></a><span class="lineno">  289</span>&#160;</div><div class="line"><a name="l00290"></a><span class="lineno">  290</span>&#160;    boost::uuids::detail::sha1::digest_type getInitHashDigest() <span class="keyword">const</span>;</div><div class="line"><a name="l00291"></a><span class="lineno">  291</span>&#160;</div><div class="line"><a name="l00292"></a><span class="lineno">  292</span>&#160;<span class="keyword">private</span>:</div><div class="line"><a name="l00293"></a><span class="lineno">  293</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00294"></a><span class="lineno">  294</span>&#160;    <span class="comment">// Members</span></div><div class="line"><a name="l00295"></a><span class="lineno">  295</span>&#160;    <span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00296"></a><span class="lineno">  296</span>&#160;    <span class="keyword">const</span> std::vector&lt;Models::WUVarReference&gt; m_VarReferences;</div><div class="line"><a name="l00297"></a><span class="lineno">  297</span>&#160;    <span class="keyword">const</span> <a class="code" href="../../dd/d48/classSynapseGroupInternal.html">SynapseGroupInternal</a> *m_SynapseGroup;</div><div class="line"><a name="l00298"></a><span class="lineno">  298</span>&#160;};</div><div class="ttc" id="classNeuronGroup_html"><div class="ttname"><a href="../../d7/d3b/classNeuronGroup.html">NeuronGroup</a></div><div class="ttdef"><b>Definition:</b> neuronGroup.h:21</div></div>
 <div class="ttc" id="varAccess_8h_html_ac9af5b5dbabe0b411cc7b2bca48ad72baa7b843fb734e3b3fea8e5f902d3f4144"><div class="ttname"><a href="../../de/dfb/varAccess_8h.html#ac9af5b5dbabe0b411cc7b2bca48ad72baa7b843fb734e3b3fea8e5f902d3f4144">VarAccessMode::READ_WRITE</a></div></div>
 <div class="ttc" id="gennExport_8h_html"><div class="ttname"><a href="../../d1/d8e/gennExport_8h.html">gennExport.h</a></div></div>
 <div class="ttc" id="classCustomUpdateBase_html"><div class="ttname"><a href="../../da/da9/classCustomUpdateBase.html">CustomUpdateBase</a></div><div class="ttdef"><b>Definition:</b> customUpdate.h:16</div></div>
@@ -107,37 +107,38 @@
 <div class="ttc" id="classCustomUpdateBase_html_ab7389840388acb8b146f877c4337fe58"><div class="ttname"><a href="../../da/da9/classCustomUpdateBase.html#ab7389840388acb8b146f877c4337fe58">CustomUpdateBase::getDerivedParams</a></div><div class="ttdeci">const std::vector&lt; double &gt; &amp; getDerivedParams() const</div><div class="ttdef"><b>Definition:</b> customUpdate.h:74</div></div>
 <div class="ttc" id="classCustomUpdateBase_html_a70d7ff78782d9978c1501b7d2598ff6d"><div class="ttname"><a href="../../da/da9/classCustomUpdateBase.html#a70d7ff78782d9978c1501b7d2598ff6d">CustomUpdateBase::isBatched</a></div><div class="ttdeci">bool isBatched() const</div><div class="ttdoc">Is this custom update batched i.e. run in parallel across model batches. </div><div class="ttdef"><b>Definition:</b> customUpdate.h:82</div></div>
 <div class="ttc" id="classCustomUpdateBase_html_a35919a4e5d5d865c3678534fa987e8a8"><div class="ttname"><a href="../../da/da9/classCustomUpdateBase.html#a35919a4e5d5d865c3678534fa987e8a8">CustomUpdateBase::getName</a></div><div class="ttdeci">const std::string &amp; getName() const</div><div class="ttdef"><b>Definition:</b> customUpdate.h:32</div></div>
-<div class="ttc" id="classCustomUpdate_html_acc430b012fd91f5d3f8de23a7722ee91"><div class="ttname"><a href="../../d7/d60/classCustomUpdate.html#acc430b012fd91f5d3f8de23a7722ee91">CustomUpdate::isBatchReduction</a></div><div class="ttdeci">bool isBatchReduction() const</div><div class="ttdef"><b>Definition:</b> customUpdate.h:225</div></div>
-<div class="ttc" id="classCustomUpdate_html"><div class="ttname"><a href="../../d7/d60/classCustomUpdate.html">CustomUpdate</a></div><div class="ttdef"><b>Definition:</b> customUpdate.h:202</div></div>
+<div class="ttc" id="classCustomUpdate_html_acc430b012fd91f5d3f8de23a7722ee91"><div class="ttname"><a href="../../d7/d60/classCustomUpdate.html#acc430b012fd91f5d3f8de23a7722ee91">CustomUpdate::isBatchReduction</a></div><div class="ttdeci">bool isBatchReduction() const</div><div class="ttdef"><b>Definition:</b> customUpdate.h:228</div></div>
+<div class="ttc" id="classCustomUpdate_html"><div class="ttname"><a href="../../d7/d60/classCustomUpdate.html">CustomUpdate</a></div><div class="ttdef"><b>Definition:</b> customUpdate.h:205</div></div>
 <div class="ttc" id="classCustomUpdateBase_html_a18de527e24453617ab10c333c22159bb"><div class="ttname"><a href="../../da/da9/classCustomUpdateBase.html#a18de527e24453617ab10c333c22159bb">CustomUpdateBase::getParams</a></div><div class="ttdeci">const std::vector&lt; double &gt; &amp; getParams() const</div><div class="ttdef"><b>Definition:</b> customUpdate.h:38</div></div>
-<div class="ttc" id="classCustomUpdate_html_a97e005f93797e9ca1e118e99e4cd5054"><div class="ttname"><a href="../../d7/d60/classCustomUpdate.html#a97e005f93797e9ca1e118e99e4cd5054">CustomUpdate::getVarReferences</a></div><div class="ttdeci">const std::vector&lt; Models::VarReference &gt; &amp; getVarReferences() const</div><div class="ttdef"><b>Definition:</b> customUpdate.h:208</div></div>
+<div class="ttc" id="classCustomUpdate_html_a97e005f93797e9ca1e118e99e4cd5054"><div class="ttname"><a href="../../d7/d60/classCustomUpdate.html#a97e005f93797e9ca1e118e99e4cd5054">CustomUpdate::getVarReferences</a></div><div class="ttdeci">const std::vector&lt; Models::VarReference &gt; &amp; getVarReferences() const</div><div class="ttdef"><b>Definition:</b> customUpdate.h:211</div></div>
 <div class="ttc" id="classCustomUpdateBase_html_af063e15234b6e5e11768536695a72166"><div class="ttname"><a href="../../da/da9/classCustomUpdateBase.html#af063e15234b6e5e11768536695a72166">CustomUpdateBase::checkVarReferences</a></div><div class="ttdeci">void checkVarReferences(const std::vector&lt; V &gt; &amp;varRefs)</div><div class="ttdoc">Helper function to check if variable reference types match those specified in model. </div><div class="ttdef"><b>Definition:</b> customUpdate.h:125</div></div>
 <div class="ttc" id="gennExport_8h_html_a8224d44517aa3e4a332fbd342364f2e7"><div class="ttname"><a href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a></div><div class="ttdeci">#define GENN_EXPORT</div><div class="ttdef"><b>Definition:</b> gennExport.h:13</div></div>
 <div class="ttc" id="classCustomUpdateBase_html_a6fda4b8c6e6e93496f58ccb837dfcf95"><div class="ttname"><a href="../../da/da9/classCustomUpdateBase.html#a6fda4b8c6e6e93496f58ccb837dfcf95">CustomUpdateBase::getVarLocation</a></div><div class="ttdeci">VarLocation getVarLocation(size_t index) const</div><div class="ttdoc">Get variable location for custom update model state variable. </div><div class="ttdef"><b>Definition:</b> customUpdate.h:45</div></div>
-<div class="ttc" id="classCustomUpdateWU_html"><div class="ttname"><a href="../../db/dd4/classCustomUpdateWU.html">CustomUpdateWU</a></div><div class="ttdef"><b>Definition:</b> customUpdate.h:250</div></div>
+<div class="ttc" id="classCustomUpdateWU_html"><div class="ttname"><a href="../../db/dd4/classCustomUpdateWU.html">CustomUpdateWU</a></div><div class="ttdef"><b>Definition:</b> customUpdate.h:257</div></div>
 <div class="ttc" id="classCustomUpdateModels_1_1Base_html"><div class="ttname"><a href="../../de/db4/classCustomUpdateModels_1_1Base.html">CustomUpdateModels::Base</a></div><div class="ttdoc">Base class for all current source models. </div><div class="ttdef"><b>Definition:</b> customUpdateModels.h:27</div></div>
-<div class="ttc" id="classCustomUpdate_html_a9946f0cf16f3e1e5917324c40d81c2a5"><div class="ttname"><a href="../../d7/d60/classCustomUpdate.html#a9946f0cf16f3e1e5917324c40d81c2a5">CustomUpdate::isNeuronReduction</a></div><div class="ttdeci">bool isNeuronReduction() const</div><div class="ttdef"><b>Definition:</b> customUpdate.h:226</div></div>
+<div class="ttc" id="classCustomUpdate_html_a9946f0cf16f3e1e5917324c40d81c2a5"><div class="ttname"><a href="../../d7/d60/classCustomUpdate.html#a9946f0cf16f3e1e5917324c40d81c2a5">CustomUpdate::isNeuronReduction</a></div><div class="ttdeci">bool isNeuronReduction() const</div><div class="ttdef"><b>Definition:</b> customUpdate.h:229</div></div>
 <div class="ttc" id="classCustomUpdateBase_html_a3421ada538f8e6faf7fe7d14ae6d2c5b"><div class="ttname"><a href="../../da/da9/classCustomUpdateBase.html#a3421ada538f8e6faf7fe7d14ae6d2c5b">CustomUpdateBase::getVarInitialisers</a></div><div class="ttdeci">const std::vector&lt; Models::VarInit &gt; &amp; getVarInitialisers() const</div><div class="ttdef"><b>Definition:</b> customUpdate.h:39</div></div>
 <div class="ttc" id="classSynapseGroupInternal_html"><div class="ttname"><a href="../../dd/d48/classSynapseGroupInternal.html">SynapseGroupInternal</a></div><div class="ttdef"><b>Definition:</b> synapseGroupInternal.h:9</div></div>
-<div class="ttc" id="classCustomUpdateWU_html_a45ee545d5c8deda64e44135dbd920160"><div class="ttname"><a href="../../db/dd4/classCustomUpdateWU.html#a45ee545d5c8deda64e44135dbd920160">CustomUpdateWU::getSynapseGroup</a></div><div class="ttdeci">const SynapseGroupInternal * getSynapseGroup() const</div><div class="ttdef"><b>Definition:</b> customUpdate.h:275</div></div>
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+<div class="ttc" id="classCustomUpdateWU_html_a45ee545d5c8deda64e44135dbd920160"><div class="ttname"><a href="../../db/dd4/classCustomUpdateWU.html#a45ee545d5c8deda64e44135dbd920160">CustomUpdateWU::getSynapseGroup</a></div><div class="ttdeci">const SynapseGroupInternal * getSynapseGroup() const</div><div class="ttdef"><b>Definition:</b> customUpdate.h:282</div></div>
+<div class="ttc" id="classCustomUpdate_html_ac872e0f3c3b6e2d5b10740320ab6bd09"><div class="ttname"><a href="../../d7/d60/classCustomUpdate.html#ac872e0f3c3b6e2d5b10740320ab6bd09">CustomUpdate::getDelayNeuronGroup</a></div><div class="ttdeci">const NeuronGroup * getDelayNeuronGroup() const</div><div class="ttdef"><b>Definition:</b> customUpdate.h:240</div></div>
 <div class="ttc" id="namespaceUtils_html_ae55486e13e7ed81c88358cf9ce4cf014"><div class="ttname"><a href="../../d4/d3d/namespaceUtils.html#ae55486e13e7ed81c88358cf9ce4cf014">Utils::updateHash</a></div><div class="ttdeci">void updateHash(const T &amp;value, boost::uuids::detail::sha1 &amp;hash)</div><div class="ttdoc">Hash arithmetic types and enums. </div><div class="ttdef"><b>Definition:</b> gennUtils.h:128</div></div>
 <div class="ttc" id="varAccess_8h_html_afabbd457a93205e571bff448ec134764a5c57b592f6421079706484abebcab81b"><div class="ttname"><a href="../../de/dfb/varAccess_8h.html#afabbd457a93205e571bff448ec134764a5c57b592f6421079706484abebcab81b">VarAccessDuplication::DUPLICATE</a></div></div>
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+<div class="ttc" id="classCustomUpdate_html_af02deb81c890f633a034c632fdf8d9d2"><div class="ttname"><a href="../../d7/d60/classCustomUpdate.html#af02deb81c890f633a034c632fdf8d9d2">CustomUpdate::getSize</a></div><div class="ttdeci">unsigned int getSize() const</div><div class="ttdef"><b>Definition:</b> customUpdate.h:212</div></div>
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index f4dfa50707..65282a7fe3 100644
--- a/documentation/4/html/d6/dba/structNeuronGroup_1_1SpikeEventThreshold.html
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
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diff --git a/documentation/4/html/d6/dbe/structCodeGenerator_1_1BackendBase_1_1ReductionTarget-members.html b/documentation/4/html/d6/dbe/structCodeGenerator_1_1BackendBase_1_1ReductionTarget-members.html
index bc6e632c98..28ff147bd4 100644
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 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
     <a href="http://www.doxygen.org/index.html">
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diff --git a/documentation/4/html/d6/dcb/classCodeGenerator_1_1OpenCL_1_1Backend-members.html b/documentation/4/html/d6/dcb/classCodeGenerator_1_1OpenCL_1_1Backend-members.html
index 0cc4fc5a9c..d5b533e609 100644
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
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diff --git a/documentation/4/html/d6/dd3/namespaceCurrentSourceModels.html b/documentation/4/html/d6/dd3/namespaceCurrentSourceModels.html
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
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     <img class="footer" src="../../doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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diff --git a/documentation/4/html/d6/ddb/classModels_1_1VarReferenceBase-members.html b/documentation/4/html/d6/ddb/classModels_1_1VarReferenceBase-members.html
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+  <tr class="even"><td class="entry"><a class="el" href="../../df/d91/classModels_1_1VarReferenceBase.html#a5fe09beccf92ce528487c141b64adfe2">isBatched</a>() const</td><td class="entry"><a class="el" href="../../df/d91/classModels_1_1VarReferenceBase.html">Models::VarReferenceBase</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
+  <tr><td class="entry"><a class="el" href="../../df/d91/classModels_1_1VarReferenceBase.html#ae05ea542244a506d555a83a7cca05f17">IsBatchedFn</a> typedef</td><td class="entry"><a class="el" href="../../df/d91/classModels_1_1VarReferenceBase.html">Models::VarReferenceBase</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+  <tr class="even"><td class="entry"><a class="el" href="../../df/d91/classModels_1_1VarReferenceBase.html#ad0c0adde5cba209f14957c40228d98ef">VarReferenceBase</a>(size_t varIndex, const Models::Base::VarVec &amp;varVec, GetTargetNameFn getTargetName, IsBatchedFn isBatched)</td><td class="entry"><a class="el" href="../../df/d91/classModels_1_1VarReferenceBase.html">Models::VarReferenceBase</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">protected</span></td></tr>
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
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diff --git a/documentation/4/html/d6/df2/classSpineMLSimulator_1_1ModelProperty_1_1UniformDistribution-members.html b/documentation/4/html/d6/df2/classSpineMLSimulator_1_1ModelProperty_1_1UniformDistribution-members.html
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
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diff --git a/documentation/4/html/d6/df3/WorkItem_2workitem_8c-example.html b/documentation/4/html/d6/df3/WorkItem_2workitem_8c-example.html
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@@ -105,7 +105,7 @@
 <!-- start footer part -->
 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
   <ul>
-    <li class="footer">Generated on Mon Oct 31 2022 12:08:58 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:24 for GeNN by
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diff --git a/documentation/4/html/d6/df8/simulator_8cc.html b/documentation/4/html/d6/df8/simulator_8cc.html
index 83275d3dfc..54ee1e2ac8 100644
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-   &#160;<span id="projectnumber">4.8.0</span>
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+    <li class="footer">Generated on Fri Apr 21 2023 16:20:24 for GeNN by
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diff --git a/documentation/4/html/d7/d0a/classNeuronModels_1_1Izhikevich.html b/documentation/4/html/d7/d0a/classNeuronModels_1_1Izhikevich.html
index ccbcb9471a..963be1f232 100644
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
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diff --git a/documentation/4/html/d7/d22/classCodeGenerator_1_1NeuronSpikeQueueUpdateGroupMerged-members.html b/documentation/4/html/d7/d22/classCodeGenerator_1_1NeuronSpikeQueueUpdateGroupMerged-members.html
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
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diff --git a/documentation/4/html/d7/d27/classModels_1_1VarReference-members.html b/documentation/4/html/d7/d27/classModels_1_1VarReference-members.html
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+  <tr class="even"><td class="entry"><a class="el" href="../../df/d91/classModels_1_1VarReferenceBase.html#ad0c0adde5cba209f14957c40228d98ef">VarReferenceBase</a>(size_t varIndex, const Models::Base::VarVec &amp;varVec, GetTargetNameFn getTargetName, IsBatchedFn isBatched)</td><td class="entry"><a class="el" href="../../df/d91/classModels_1_1VarReferenceBase.html">Models::VarReferenceBase</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">protected</span></td></tr>
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+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
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     <img class="footer" src="../../doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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+    <li class="footer">Generated on Fri Apr 21 2023 16:20:24 for GeNN by
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:58 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:24 for GeNN by
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 </table>
 </div><div class="memdoc">
 
+</div>
+</div>
+<a id="a621623ac0e6d68e66ca0d6e1f3672f5f"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a621623ac0e6d68e66ca0d6e1f3672f5f">&#9670;&nbsp;</a></span>isPerNeuron()</h2>
+
+<div class="memitem">
+<div class="memproto">
+<table class="mlabels">
+  <tr>
+  <td class="mlabels-left">
+      <table class="memname">
+        <tr>
+          <td class="memname">bool CustomUpdate::isPerNeuron </td>
+          <td>(</td>
+          <td class="paramname"></td><td>)</td>
+          <td> const</td>
+        </tr>
+      </table>
+  </td>
+  <td class="mlabels-right">
+<span class="mlabels"><span class="mlabel">inline</span><span class="mlabel">protected</span></span>  </td>
+  </tr>
+</table>
+</div><div class="memdoc">
+
 </div>
 </div>
 <hr/>The documentation for this class was generated from the following files:<ul>
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     <li class="navelem"><a class="el" href="../../d7/d60/classCustomUpdate.html">CustomUpdate</a></li>
-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
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diff --git a/documentation/4/html/d7/d60/classCustomUpdate.js b/documentation/4/html/d7/d60/classCustomUpdate.js
index ac3230d58f..09578cfca0 100644
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+++ b/documentation/4/html/d7/d60/classCustomUpdate.js
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-    [ "isNeuronReduction", "d7/d60/classCustomUpdate.html#a9946f0cf16f3e1e5917324c40d81c2a5", null ]
+    [ "isNeuronReduction", "d7/d60/classCustomUpdate.html#a9946f0cf16f3e1e5917324c40d81c2a5", null ],
+    [ "isPerNeuron", "d7/d60/classCustomUpdate.html#a621623ac0e6d68e66ca0d6e1f3672f5f", null ]
 ];
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:24 for GeNN by
     <a href="http://www.doxygen.org/index.html">
     <img class="footer" src="../../doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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diff --git a/documentation/4/html/d7/d63/lfsr113_8h_source.html b/documentation/4/html/d7/d63/lfsr113_8h_source.html
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--- a/documentation/4/html/d7/d63/lfsr113_8h_source.html
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@@ -42,7 +42,7 @@
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   <td style="padding-left: 3.5em; padding-bottom: 0.5em;">
    <div id="projectname">GeNN
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@@ -147,7 +147,7 @@
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:58 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:24 for GeNN by
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     <img class="footer" src="../../doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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diff --git a/documentation/4/html/d7/d6c/classCustomUpdate-members.html b/documentation/4/html/d7/d6c/classCustomUpdate-members.html
index 083d85bfe3..b89feac373 100644
--- a/documentation/4/html/d7/d6c/classCustomUpdate-members.html
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@@ -42,7 +42,7 @@
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-  <tr class="even"><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html#a49595cd8b9bc50d4a5d335570bb8c8cb">isReduction</a>(const std::vector&lt; V &gt; &amp;varRefs, VarAccessDuplication duplication) const</td><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html">CustomUpdateBase</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">protected</span></td></tr>
-  <tr><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html#a45266a406a10eb283660f66042af13bf">isVarInitRequired</a>() const</td><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html">CustomUpdateBase</a></td><td class="entry"></td></tr>
-  <tr class="even"><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html#abaf93f6fbceea11013ddac8d46c6831f">isZeroCopyEnabled</a>() const</td><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html">CustomUpdateBase</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
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+  <tr class="even"><td class="entry"><a class="el" href="../../d7/d60/classCustomUpdate.html#a621623ac0e6d68e66ca0d6e1f3672f5f">isPerNeuron</a>() const</td><td class="entry"><a class="el" href="../../d7/d60/classCustomUpdate.html">CustomUpdate</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">protected</span></td></tr>
+  <tr><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html#a49595cd8b9bc50d4a5d335570bb8c8cb">isReduction</a>(const std::vector&lt; V &gt; &amp;varRefs, VarAccessDuplication duplication) const</td><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html">CustomUpdateBase</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">protected</span></td></tr>
+  <tr class="even"><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html#a45266a406a10eb283660f66042af13bf">isVarInitRequired</a>() const</td><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html">CustomUpdateBase</a></td><td class="entry"></td></tr>
+  <tr><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html#abaf93f6fbceea11013ddac8d46c6831f">isZeroCopyEnabled</a>() const</td><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html">CustomUpdateBase</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+  <tr class="even"><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html#a07ae72c62ddb9e1b8c66f46d42e5c163">setVarLocation</a>(const std::string &amp;varName, VarLocation loc)</td><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html">CustomUpdateBase</a></td><td class="entry"></td></tr>
+  <tr><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html#a88d3c1572240717c7f94e8330b7a2f9a">updateHash</a>(boost::uuids::detail::sha1 &amp;hash) const</td><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html">CustomUpdateBase</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+  <tr class="even"><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html#ac38c2950058bf76b8acb1d380826a4be">updateInitHash</a>(boost::uuids::detail::sha1 &amp;hash) const</td><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html">CustomUpdateBase</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
 </table></div><!-- contents -->
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   <ul>
-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
     <a href="http://www.doxygen.org/index.html">
     <img class="footer" src="../../doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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diff --git a/documentation/4/html/d7/d6f/inputValue_8h.html b/documentation/4/html/d7/d6f/inputValue_8h.html
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:24 for GeNN by
     <a href="http://www.doxygen.org/index.html">
     <img class="footer" src="../../doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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diff --git a/documentation/4/html/d7/d6f/inputValue_8h_source.html b/documentation/4/html/d7/d6f/inputValue_8h_source.html
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:58 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:24 for GeNN by
     <a href="http://www.doxygen.org/index.html">
     <img class="footer" src="../../doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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diff --git a/documentation/4/html/d7/d70/initGroupMerged_8h.html b/documentation/4/html/d7/d70/initGroupMerged_8h.html
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--- a/documentation/4/html/d7/d70/initGroupMerged_8h.html
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:24 for GeNN by
     <a href="http://www.doxygen.org/index.html">
     <img class="footer" src="../../doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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diff --git a/documentation/4/html/d7/d70/initGroupMerged_8h_source.html b/documentation/4/html/d7/d70/initGroupMerged_8h_source.html
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--- a/documentation/4/html/d7/d70/initGroupMerged_8h_source.html
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    <div id="projectname">GeNN
-   &#160;<span id="projectnumber">4.8.0</span>
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+<div class="ttc" id="classCodeGenerator_1_1SynapseGroupMergedBase_html_aab2082269d0bb908302554e5e0c4f579"><div class="ttname"><a href="../../d7/d78/classCodeGenerator_1_1SynapseGroupMergedBase.html#aab2082269d0bb908302554e5e0c4f579">CodeGenerator::SynapseGroupMergedBase::getHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getHashDigest(Role role) const</div><div class="ttdef"><b>Definition:</b> groupMerged.cc:1188</div></div>
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+<div class="ttc" id="classCustomUpdateWU_html_a45ee545d5c8deda64e44135dbd920160"><div class="ttname"><a href="../../db/dd4/classCustomUpdateWU.html#a45ee545d5c8deda64e44135dbd920160">CustomUpdateWU::getSynapseGroup</a></div><div class="ttdeci">const SynapseGroupInternal * getSynapseGroup() const</div><div class="ttdef"><b>Definition:</b> customUpdate.h:282</div></div>
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+<div class="ttc" id="classCustomUpdateWUInternal_html"><div class="ttname"><a href="../../da/ddf/classCustomUpdateWUInternal.html">CustomUpdateWUInternal</a></div><div class="ttdef"><b>Definition:</b> customUpdateInternal.h:40</div></div>
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:58 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:24 for GeNN by
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+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
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diff --git a/documentation/4/html/d7/d78/classCodeGenerator_1_1SynapseGroupMergedBase.html b/documentation/4/html/d7/d78/classCodeGenerator_1_1SynapseGroupMergedBase.html
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
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diff --git a/documentation/4/html/d7/d7f/neuronUpdateGroupMerged_8h.html b/documentation/4/html/d7/d7f/neuronUpdateGroupMerged_8h.html
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--- a/documentation/4/html/d7/d7f/neuronUpdateGroupMerged_8h.html
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+    <li class="footer">Generated on Fri Apr 21 2023 16:20:24 for GeNN by
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     <img class="footer" src="../../doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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diff --git a/documentation/4/html/d7/d82/classSpineMLSimulator_1_1ModelProperty_1_1ExponentialDistribution.html b/documentation/4/html/d7/d82/classSpineMLSimulator_1_1ModelProperty_1_1ExponentialDistribution.html
index c95ec52fa3..32ea3fdef5 100644
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
     <a href="http://www.doxygen.org/index.html">
     <img class="footer" src="../../doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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diff --git a/documentation/4/html/d7/d8c/currentSource_8cc.html b/documentation/4/html/d7/d8c/currentSource_8cc.html
index 0cb07facd7..49e6b5bf32 100644
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:58 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:24 for GeNN by
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
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diff --git a/documentation/4/html/d7/d96/classCustomUpdateInternal-members.html b/documentation/4/html/d7/d96/classCustomUpdateInternal-members.html
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+  <tr><td class="entry"><a class="el" href="../../d7/d60/classCustomUpdate.html#a621623ac0e6d68e66ca0d6e1f3672f5f">isPerNeuron</a>() const</td><td class="entry"><a class="el" href="../../d7/d60/classCustomUpdate.html">CustomUpdate</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">protected</span></td></tr>
+  <tr class="even"><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html#a49595cd8b9bc50d4a5d335570bb8c8cb">isReduction</a>(const std::vector&lt; V &gt; &amp;varRefs, VarAccessDuplication duplication) const</td><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html">CustomUpdateBase</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">protected</span></td></tr>
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+  <tr class="even"><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html#abaf93f6fbceea11013ddac8d46c6831f">isZeroCopyEnabled</a>() const</td><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html">CustomUpdateBase</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+  <tr><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html#a07ae72c62ddb9e1b8c66f46d42e5c163">setVarLocation</a>(const std::string &amp;varName, VarLocation loc)</td><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html">CustomUpdateBase</a></td><td class="entry"></td></tr>
+  <tr class="even"><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html#a88d3c1572240717c7f94e8330b7a2f9a">updateHash</a>(boost::uuids::detail::sha1 &amp;hash) const</td><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html">CustomUpdateBase</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+  <tr><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html#ac38c2950058bf76b8acb1d380826a4be">updateInitHash</a>(boost::uuids::detail::sha1 &amp;hash) const</td><td class="entry"><a class="el" href="../../da/da9/classCustomUpdateBase.html">CustomUpdateBase</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
     <a href="http://www.doxygen.org/index.html">
     <img class="footer" src="../../doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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diff --git a/documentation/4/html/d7/d98/Quickstart.html b/documentation/4/html/d7/d98/Quickstart.html
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 <!-- start footer part -->
 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
   <ul>
-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:24 for GeNN by
     <a href="http://www.doxygen.org/index.html">
     <img class="footer" src="../../doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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diff --git a/documentation/4/html/d7/d98/sectCustomUpdate.html b/documentation/4/html/d7/d98/sectCustomUpdate.html
index 8f874ef2c5..c748dbbec1 100644
--- a/documentation/4/html/d7/d98/sectCustomUpdate.html
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-   &#160;<span id="projectnumber">4.8.0</span>
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@@ -141,7 +141,7 @@ <h2><a class="anchor" id="custom_update_neuron_reduction"></a>
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:24 for GeNN by
     <a href="http://www.doxygen.org/index.html">
     <img class="footer" src="../../doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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diff --git a/documentation/4/html/d7/d9d/classSpineMLSimulator_1_1Input_1_1InterSpikeIntervalBase-members.html b/documentation/4/html/d7/d9d/classSpineMLSimulator_1_1Input_1_1InterSpikeIntervalBase-members.html
index 87e1714176..ed1541ccc2 100644
--- a/documentation/4/html/d7/d9d/classSpineMLSimulator_1_1Input_1_1InterSpikeIntervalBase-members.html
+++ b/documentation/4/html/d7/d9d/classSpineMLSimulator_1_1Input_1_1InterSpikeIntervalBase-members.html
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    <div id="projectname">GeNN
-   &#160;<span id="projectnumber">4.8.0</span>
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@@ -118,7 +118,7 @@
 <!-- start footer part -->
 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
   <ul>
-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
     <a href="http://www.doxygen.org/index.html">
     <img class="footer" src="../../doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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diff --git a/documentation/4/html/d7/da1/classCurrentSourceModels_1_1DC.html b/documentation/4/html/d7/da1/classCurrentSourceModels_1_1DC.html
index ae5f97b278..d4a50ce9b5 100644
--- a/documentation/4/html/d7/da1/classCurrentSourceModels_1_1DC.html
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@@ -42,7 +42,7 @@
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    <div id="projectname">GeNN
-   &#160;<span id="projectnumber">4.8.0</span>
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@@ -349,7 +349,7 @@ <h2 class="memtitle"><span class="permalink"><a href="#ab3bffc2b43b7a4ba1880ac2f
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
     <a href="http://www.doxygen.org/index.html">
     <img class="footer" src="../../doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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diff --git a/documentation/4/html/d7/da7/classAnalogueRecorder-members.html b/documentation/4/html/d7/da7/classAnalogueRecorder-members.html
index 746db9ab20..f6565176e1 100644
--- a/documentation/4/html/d7/da7/classAnalogueRecorder-members.html
+++ b/documentation/4/html/d7/da7/classAnalogueRecorder-members.html
@@ -42,7 +42,7 @@
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-   &#160;<span id="projectnumber">4.8.0</span>
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     <li class="navelem"><a class="el" href="../../dir_d44c64559bbebec7f509842c48db8b23.html">include</a></li><li class="navelem"><a class="el" href="../../dir_0d26f2923f12b39c28ccafc262d5bf81.html">genn</a></li><li class="navelem"><a class="el" href="../../dir_668e26affacdcc4ca8ede0bc97c4e18c.html">genn</a></li><li class="navelem"><a class="el" href="../../d8/d04/customUpdateInternal_8h.html">customUpdateInternal.h</a></li>
-    <li class="footer">Generated on Mon Oct 31 2022 12:08:58 for GeNN by
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diff --git a/documentation/4/html/d8/d04/customUpdateInternal_8h_source.html b/documentation/4/html/d8/d04/customUpdateInternal_8h_source.html
index fa3fd1db54..a1055016af 100644
--- a/documentation/4/html/d8/d04/customUpdateInternal_8h_source.html
+++ b/documentation/4/html/d8/d04/customUpdateInternal_8h_source.html
@@ -42,7 +42,7 @@
   <td style="padding-left: 0.5em; padding-bottom: 0.5em;" id="projectlogo"><img alt="Logo" src="../../GeNN-logo-55px.gif"/></td>
   <td style="padding-left: 3.5em; padding-bottom: 0.5em;">
    <div id="projectname">GeNN
-   &#160;<span id="projectnumber">4.8.0</span>
+   &#160;<span id="projectnumber">4.8.1</span>
    </div>
    <div id="projectbrief">GPU enhanced Neuronal Networks (GeNN)</div>
   </td>
@@ -98,33 +98,34 @@
 <div class="title">customUpdateInternal.h</div>  </div>
 </div><!--header-->
 <div class="contents">
-<a href="../../d8/d04/customUpdateInternal_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;</div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment">// GeNN includes</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d5/d56/customUpdate_8h.html">customUpdate.h</a>&quot;</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;</div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="comment">// CustomUpdateInternal</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00009"></a><span class="lineno"><a class="line" href="../../d7/df7/classCustomUpdateInternal.html">    9</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../d7/df7/classCustomUpdateInternal.html">CustomUpdateInternal</a> : <span class="keyword">public</span> <a class="code" href="../../d7/d60/classCustomUpdate.html">CustomUpdate</a></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;{</div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00012"></a><span class="lineno"><a class="line" href="../../d7/df7/classCustomUpdateInternal.html#a34c1b40f1152fa9f9e0e2071496f54b6">   12</a></span>&#160;    <a class="code" href="../../d7/df7/classCustomUpdateInternal.html#a34c1b40f1152fa9f9e0e2071496f54b6">CustomUpdateInternal</a>(<span class="keyword">const</span> std::string &amp;name, <span class="keyword">const</span> std::string &amp;updateGroupName,</div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;                         <span class="keyword">const</span> <a class="code" href="../../de/db4/classCustomUpdateModels_1_1Base.html">CustomUpdateModels::Base</a> *customUpdateModel, <span class="keyword">const</span> std::vector&lt;double&gt; &amp;params, </div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;                         <span class="keyword">const</span> std::vector&lt;Models::VarInit&gt; &amp;varInitialisers, <span class="keyword">const</span> std::vector&lt;Models::VarReference&gt; &amp;varReferences, </div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;                         <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> defaultVarLocation, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> defaultExtraGlobalParamLocation)</div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;    :   <a class="code" href="../../d7/d60/classCustomUpdate.html">CustomUpdate</a>(name, updateGroupName, customUpdateModel, params, varInitialisers, varReferences, </div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;                     defaultVarLocation, defaultExtraGlobalParamLocation)</div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;    {</div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;    }</div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;</div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a2b57c046eda3a4675b78f39769ab8cdf">CustomUpdateBase::initDerivedParams</a>;</div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#ab7389840388acb8b146f877c4337fe58">CustomUpdateBase::getDerivedParams</a>;</div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a2c67f76c6f65556e1e263bd036f4a296">CustomUpdateBase::isInitRNGRequired</a>;</div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#abaf93f6fbceea11013ddac8d46c6831f">CustomUpdateBase::isZeroCopyEnabled</a>;</div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a70d7ff78782d9978c1501b7d2598ff6d">CustomUpdateBase::isBatched</a>;</div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a8aec4f7a9c857562bf79bd9b9188cd1b">CustomUpdateBase::getVarLocationHashDigest</a>;</div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;</div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../d7/d60/classCustomUpdate.html#a4e357e11a354b05ab0d437910b72688a">CustomUpdate::finalize</a>;</div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../d7/d60/classCustomUpdate.html#a221560f977b7a1af7d901df3367e0473">CustomUpdate::getHashDigest</a>;</div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../d7/d60/classCustomUpdate.html#a75c5888f1809a7d68677ba648177ed93">CustomUpdate::getInitHashDigest</a>;</div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../d7/d60/classCustomUpdate.html#ac872e0f3c3b6e2d5b10740320ab6bd09">CustomUpdate::getDelayNeuronGroup</a>;</div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../d7/d60/classCustomUpdate.html#acc430b012fd91f5d3f8de23a7722ee91">CustomUpdate::isBatchReduction</a>;</div><div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../d7/d60/classCustomUpdate.html#a9946f0cf16f3e1e5917324c40d81c2a5">CustomUpdate::isNeuronReduction</a>;</div><div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;};</div><div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;</div><div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;<span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;<span class="comment">// CustomUpdateInternal</span></div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;<span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00039"></a><span class="lineno"><a class="line" href="../../da/ddf/classCustomUpdateWUInternal.html">   39</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../da/ddf/classCustomUpdateWUInternal.html">CustomUpdateWUInternal</a> : <span class="keyword">public</span> <a class="code" href="../../db/dd4/classCustomUpdateWU.html">CustomUpdateWU</a></div><div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;{</div><div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00042"></a><span class="lineno"><a class="line" href="../../da/ddf/classCustomUpdateWUInternal.html#ad193d2ec4a9aa0ff72d5fb67e6a368eb">   42</a></span>&#160;    <a class="code" href="../../da/ddf/classCustomUpdateWUInternal.html#ad193d2ec4a9aa0ff72d5fb67e6a368eb">CustomUpdateWUInternal</a>(<span class="keyword">const</span> std::string &amp;name, <span class="keyword">const</span> std::string &amp;updateGroupName,</div><div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160;                           <span class="keyword">const</span> <a class="code" href="../../de/db4/classCustomUpdateModels_1_1Base.html">CustomUpdateModels::Base</a> *customUpdateModel, <span class="keyword">const</span> std::vector&lt;double&gt; &amp;params, </div><div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;                           <span class="keyword">const</span> std::vector&lt;Models::VarInit&gt; &amp;varInitialisers, <span class="keyword">const</span> std::vector&lt;Models::WUVarReference&gt; &amp;varReferences, </div><div class="line"><a name="l00045"></a><span class="lineno">   45</span>&#160;                           <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> defaultVarLocation, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> defaultExtraGlobalParamLocation)</div><div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;    :   <a class="code" href="../../db/dd4/classCustomUpdateWU.html">CustomUpdateWU</a>(name, updateGroupName, customUpdateModel, params, varInitialisers, varReferences, </div><div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;                       defaultVarLocation, defaultExtraGlobalParamLocation)</div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;    {</div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;    }</div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;</div><div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a2b57c046eda3a4675b78f39769ab8cdf">CustomUpdateBase::initDerivedParams</a>;</div><div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#ab7389840388acb8b146f877c4337fe58">CustomUpdateBase::getDerivedParams</a>;</div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a2c67f76c6f65556e1e263bd036f4a296">CustomUpdateBase::isInitRNGRequired</a>;</div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#abaf93f6fbceea11013ddac8d46c6831f">CustomUpdateBase::isZeroCopyEnabled</a>;</div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a70d7ff78782d9978c1501b7d2598ff6d">CustomUpdateBase::isBatched</a>;</div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a49595cd8b9bc50d4a5d335570bb8c8cb">CustomUpdateBase::isReduction</a>;</div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a8aec4f7a9c857562bf79bd9b9188cd1b">CustomUpdateBase::getVarLocationHashDigest</a>;</div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;    </div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../db/dd4/classCustomUpdateWU.html#a25f4696112572ebd7f2e0be0a80132b1">CustomUpdateWU::finalize</a>;</div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../db/dd4/classCustomUpdateWU.html#a08e21efeaf00aee08a1eeda438de3314">CustomUpdateWU::getHashDigest</a>;</div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../db/dd4/classCustomUpdateWU.html#a9fa0d03ba649c820c7be7796a850a014">CustomUpdateWU::getInitHashDigest</a>;</div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../db/dd4/classCustomUpdateWU.html#a45ee545d5c8deda64e44135dbd920160">CustomUpdateWU::getSynapseGroup</a>;</div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../db/dd4/classCustomUpdateWU.html#a1e366aaa010497304d73c3c16f4d3527">CustomUpdateWU::isBatchReduction</a>;</div><div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../db/dd4/classCustomUpdateWU.html#a64a6f218f085f4b9d80e0494f5f16320">CustomUpdateWU::isTransposeOperation</a>;</div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;};</div><div class="ttc" id="classCustomUpdateBase_html_a8aec4f7a9c857562bf79bd9b9188cd1b"><div class="ttname"><a href="../../da/da9/classCustomUpdateBase.html#a8aec4f7a9c857562bf79bd9b9188cd1b">CustomUpdateBase::getVarLocationHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getVarLocationHashDigest() const</div><div class="ttdef"><b>Definition:</b> customUpdate.cc:85</div></div>
+<a href="../../d8/d04/customUpdateInternal_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;</div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment">// GeNN includes</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d5/d56/customUpdate_8h.html">customUpdate.h</a>&quot;</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;</div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="comment">// CustomUpdateInternal</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00009"></a><span class="lineno"><a class="line" href="../../d7/df7/classCustomUpdateInternal.html">    9</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../d7/df7/classCustomUpdateInternal.html">CustomUpdateInternal</a> : <span class="keyword">public</span> <a class="code" href="../../d7/d60/classCustomUpdate.html">CustomUpdate</a></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;{</div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00012"></a><span class="lineno"><a class="line" href="../../d7/df7/classCustomUpdateInternal.html#a34c1b40f1152fa9f9e0e2071496f54b6">   12</a></span>&#160;    <a class="code" href="../../d7/df7/classCustomUpdateInternal.html#a34c1b40f1152fa9f9e0e2071496f54b6">CustomUpdateInternal</a>(<span class="keyword">const</span> std::string &amp;name, <span class="keyword">const</span> std::string &amp;updateGroupName,</div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;                         <span class="keyword">const</span> <a class="code" href="../../de/db4/classCustomUpdateModels_1_1Base.html">CustomUpdateModels::Base</a> *customUpdateModel, <span class="keyword">const</span> std::vector&lt;double&gt; &amp;params, </div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;                         <span class="keyword">const</span> std::vector&lt;Models::VarInit&gt; &amp;varInitialisers, <span class="keyword">const</span> std::vector&lt;Models::VarReference&gt; &amp;varReferences, </div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;                         <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> defaultVarLocation, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> defaultExtraGlobalParamLocation)</div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;    :   <a class="code" href="../../d7/d60/classCustomUpdate.html">CustomUpdate</a>(name, updateGroupName, customUpdateModel, params, varInitialisers, varReferences, </div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;                     defaultVarLocation, defaultExtraGlobalParamLocation)</div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;    {</div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;    }</div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;</div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a2b57c046eda3a4675b78f39769ab8cdf">CustomUpdateBase::initDerivedParams</a>;</div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#ab7389840388acb8b146f877c4337fe58">CustomUpdateBase::getDerivedParams</a>;</div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a2c67f76c6f65556e1e263bd036f4a296">CustomUpdateBase::isInitRNGRequired</a>;</div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#abaf93f6fbceea11013ddac8d46c6831f">CustomUpdateBase::isZeroCopyEnabled</a>;</div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a70d7ff78782d9978c1501b7d2598ff6d">CustomUpdateBase::isBatched</a>;</div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../d7/d60/classCustomUpdate.html#a621623ac0e6d68e66ca0d6e1f3672f5f">CustomUpdate::isPerNeuron</a>;</div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a8aec4f7a9c857562bf79bd9b9188cd1b">CustomUpdateBase::getVarLocationHashDigest</a>;</div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;</div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../d7/d60/classCustomUpdate.html#a4e357e11a354b05ab0d437910b72688a">CustomUpdate::finalize</a>;</div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../d7/d60/classCustomUpdate.html#a221560f977b7a1af7d901df3367e0473">CustomUpdate::getHashDigest</a>;</div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../d7/d60/classCustomUpdate.html#a75c5888f1809a7d68677ba648177ed93">CustomUpdate::getInitHashDigest</a>;</div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../d7/d60/classCustomUpdate.html#ac872e0f3c3b6e2d5b10740320ab6bd09">CustomUpdate::getDelayNeuronGroup</a>;</div><div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../d7/d60/classCustomUpdate.html#acc430b012fd91f5d3f8de23a7722ee91">CustomUpdate::isBatchReduction</a>;</div><div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../d7/d60/classCustomUpdate.html#a9946f0cf16f3e1e5917324c40d81c2a5">CustomUpdate::isNeuronReduction</a>;</div><div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;};</div><div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;</div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;<span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;<span class="comment">// CustomUpdateInternal</span></div><div class="line"><a name="l00039"></a><span class="lineno">   39</span>&#160;<span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00040"></a><span class="lineno"><a class="line" href="../../da/ddf/classCustomUpdateWUInternal.html">   40</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../da/ddf/classCustomUpdateWUInternal.html">CustomUpdateWUInternal</a> : <span class="keyword">public</span> <a class="code" href="../../db/dd4/classCustomUpdateWU.html">CustomUpdateWU</a></div><div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;{</div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00043"></a><span class="lineno"><a class="line" href="../../da/ddf/classCustomUpdateWUInternal.html#ad193d2ec4a9aa0ff72d5fb67e6a368eb">   43</a></span>&#160;    <a class="code" href="../../da/ddf/classCustomUpdateWUInternal.html#ad193d2ec4a9aa0ff72d5fb67e6a368eb">CustomUpdateWUInternal</a>(<span class="keyword">const</span> std::string &amp;name, <span class="keyword">const</span> std::string &amp;updateGroupName,</div><div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;                           <span class="keyword">const</span> <a class="code" href="../../de/db4/classCustomUpdateModels_1_1Base.html">CustomUpdateModels::Base</a> *customUpdateModel, <span class="keyword">const</span> std::vector&lt;double&gt; &amp;params, </div><div class="line"><a name="l00045"></a><span class="lineno">   45</span>&#160;                           <span class="keyword">const</span> std::vector&lt;Models::VarInit&gt; &amp;varInitialisers, <span class="keyword">const</span> std::vector&lt;Models::WUVarReference&gt; &amp;varReferences, </div><div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;                           <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> defaultVarLocation, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> defaultExtraGlobalParamLocation)</div><div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;    :   <a class="code" href="../../db/dd4/classCustomUpdateWU.html">CustomUpdateWU</a>(name, updateGroupName, customUpdateModel, params, varInitialisers, varReferences, </div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;                       defaultVarLocation, defaultExtraGlobalParamLocation)</div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;    {</div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;    }</div><div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;</div><div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a2b57c046eda3a4675b78f39769ab8cdf">CustomUpdateBase::initDerivedParams</a>;</div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#ab7389840388acb8b146f877c4337fe58">CustomUpdateBase::getDerivedParams</a>;</div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a2c67f76c6f65556e1e263bd036f4a296">CustomUpdateBase::isInitRNGRequired</a>;</div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#abaf93f6fbceea11013ddac8d46c6831f">CustomUpdateBase::isZeroCopyEnabled</a>;</div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a70d7ff78782d9978c1501b7d2598ff6d">CustomUpdateBase::isBatched</a>;</div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a49595cd8b9bc50d4a5d335570bb8c8cb">CustomUpdateBase::isReduction</a>;</div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../da/da9/classCustomUpdateBase.html#a8aec4f7a9c857562bf79bd9b9188cd1b">CustomUpdateBase::getVarLocationHashDigest</a>;</div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;    </div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../db/dd4/classCustomUpdateWU.html#a25f4696112572ebd7f2e0be0a80132b1">CustomUpdateWU::finalize</a>;</div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../db/dd4/classCustomUpdateWU.html#a08e21efeaf00aee08a1eeda438de3314">CustomUpdateWU::getHashDigest</a>;</div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../db/dd4/classCustomUpdateWU.html#a9fa0d03ba649c820c7be7796a850a014">CustomUpdateWU::getInitHashDigest</a>;</div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../db/dd4/classCustomUpdateWU.html#a45ee545d5c8deda64e44135dbd920160">CustomUpdateWU::getSynapseGroup</a>;</div><div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../db/dd4/classCustomUpdateWU.html#a1e366aaa010497304d73c3c16f4d3527">CustomUpdateWU::isBatchReduction</a>;</div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../db/dd4/classCustomUpdateWU.html#a64a6f218f085f4b9d80e0494f5f16320">CustomUpdateWU::isTransposeOperation</a>;</div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;};</div><div class="ttc" id="classCustomUpdateBase_html_a8aec4f7a9c857562bf79bd9b9188cd1b"><div class="ttname"><a href="../../da/da9/classCustomUpdateBase.html#a8aec4f7a9c857562bf79bd9b9188cd1b">CustomUpdateBase::getVarLocationHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getVarLocationHashDigest() const</div><div class="ttdef"><b>Definition:</b> customUpdate.cc:85</div></div>
 <div class="ttc" id="variableMode_8h_html_a2807180f6261d89020cf7d7d498fb087"><div class="ttname"><a href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a></div><div class="ttdeci">VarLocation</div><div class="ttdoc">&lt; Flags defining which memory space variables should be allocated in </div><div class="ttdef"><b>Definition:</b> variableMode.h:10</div></div>
 <div class="ttc" id="classCustomUpdateBase_html_ab7389840388acb8b146f877c4337fe58"><div class="ttname"><a href="../../da/da9/classCustomUpdateBase.html#ab7389840388acb8b146f877c4337fe58">CustomUpdateBase::getDerivedParams</a></div><div class="ttdeci">const std::vector&lt; double &gt; &amp; getDerivedParams() const</div><div class="ttdef"><b>Definition:</b> customUpdate.h:74</div></div>
 <div class="ttc" id="classCustomUpdateBase_html_a70d7ff78782d9978c1501b7d2598ff6d"><div class="ttname"><a href="../../da/da9/classCustomUpdateBase.html#a70d7ff78782d9978c1501b7d2598ff6d">CustomUpdateBase::isBatched</a></div><div class="ttdeci">bool isBatched() const</div><div class="ttdoc">Is this custom update batched i.e. run in parallel across model batches. </div><div class="ttdef"><b>Definition:</b> customUpdate.h:82</div></div>
-<div class="ttc" id="classCustomUpdate_html_acc430b012fd91f5d3f8de23a7722ee91"><div class="ttname"><a href="../../d7/d60/classCustomUpdate.html#acc430b012fd91f5d3f8de23a7722ee91">CustomUpdate::isBatchReduction</a></div><div class="ttdeci">bool isBatchReduction() const</div><div class="ttdef"><b>Definition:</b> customUpdate.h:225</div></div>
-<div class="ttc" id="classCustomUpdate_html"><div class="ttname"><a href="../../d7/d60/classCustomUpdate.html">CustomUpdate</a></div><div class="ttdef"><b>Definition:</b> customUpdate.h:202</div></div>
+<div class="ttc" id="classCustomUpdate_html_acc430b012fd91f5d3f8de23a7722ee91"><div class="ttname"><a href="../../d7/d60/classCustomUpdate.html#acc430b012fd91f5d3f8de23a7722ee91">CustomUpdate::isBatchReduction</a></div><div class="ttdeci">bool isBatchReduction() const</div><div class="ttdef"><b>Definition:</b> customUpdate.h:228</div></div>
+<div class="ttc" id="classCustomUpdate_html"><div class="ttname"><a href="../../d7/d60/classCustomUpdate.html">CustomUpdate</a></div><div class="ttdef"><b>Definition:</b> customUpdate.h:205</div></div>
 <div class="ttc" id="classCustomUpdateInternal_html_a34c1b40f1152fa9f9e0e2071496f54b6"><div class="ttname"><a href="../../d7/df7/classCustomUpdateInternal.html#a34c1b40f1152fa9f9e0e2071496f54b6">CustomUpdateInternal::CustomUpdateInternal</a></div><div class="ttdeci">CustomUpdateInternal(const std::string &amp;name, const std::string &amp;updateGroupName, const CustomUpdateModels::Base *customUpdateModel, const std::vector&lt; double &gt; &amp;params, const std::vector&lt; Models::VarInit &gt; &amp;varInitialisers, const std::vector&lt; Models::VarReference &gt; &amp;varReferences, VarLocation defaultVarLocation, VarLocation defaultExtraGlobalParamLocation)</div><div class="ttdef"><b>Definition:</b> customUpdateInternal.h:12</div></div>
-<div class="ttc" id="classCustomUpdateWU_html_a25f4696112572ebd7f2e0be0a80132b1"><div class="ttname"><a href="../../db/dd4/classCustomUpdateWU.html#a25f4696112572ebd7f2e0be0a80132b1">CustomUpdateWU::finalize</a></div><div class="ttdeci">void finalize(unsigned int batchSize)</div><div class="ttdef"><b>Definition:</b> customUpdate.cc:243</div></div>
-<div class="ttc" id="classCustomUpdateWU_html"><div class="ttname"><a href="../../db/dd4/classCustomUpdateWU.html">CustomUpdateWU</a></div><div class="ttdef"><b>Definition:</b> customUpdate.h:250</div></div>
+<div class="ttc" id="classCustomUpdateWU_html_a25f4696112572ebd7f2e0be0a80132b1"><div class="ttname"><a href="../../db/dd4/classCustomUpdateWU.html#a25f4696112572ebd7f2e0be0a80132b1">CustomUpdateWU::finalize</a></div><div class="ttdeci">void finalize(unsigned int batchSize)</div><div class="ttdef"><b>Definition:</b> customUpdate.cc:278</div></div>
+<div class="ttc" id="classCustomUpdateWU_html"><div class="ttname"><a href="../../db/dd4/classCustomUpdateWU.html">CustomUpdateWU</a></div><div class="ttdef"><b>Definition:</b> customUpdate.h:257</div></div>
 <div class="ttc" id="classCustomUpdateBase_html_abaf93f6fbceea11013ddac8d46c6831f"><div class="ttname"><a href="../../da/da9/classCustomUpdateBase.html#abaf93f6fbceea11013ddac8d46c6831f">CustomUpdateBase::isZeroCopyEnabled</a></div><div class="ttdeci">bool isZeroCopyEnabled() const</div><div class="ttdef"><b>Definition:</b> customUpdate.cc:60</div></div>
-<div class="ttc" id="classCustomUpdateWU_html_a9fa0d03ba649c820c7be7796a850a014"><div class="ttname"><a href="../../db/dd4/classCustomUpdateWU.html#a9fa0d03ba649c820c7be7796a850a014">CustomUpdateWU::getInitHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getInitHashDigest() const</div><div class="ttdoc">Updates hash with custom update. </div><div class="ttdef"><b>Definition:</b> customUpdate.cc:272</div></div>
+<div class="ttc" id="classCustomUpdateWU_html_a9fa0d03ba649c820c7be7796a850a014"><div class="ttname"><a href="../../db/dd4/classCustomUpdateWU.html#a9fa0d03ba649c820c7be7796a850a014">CustomUpdateWU::getInitHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getInitHashDigest() const</div><div class="ttdoc">Updates hash with custom update. </div><div class="ttdef"><b>Definition:</b> customUpdate.cc:312</div></div>
 <div class="ttc" id="classCustomUpdateModels_1_1Base_html"><div class="ttname"><a href="../../de/db4/classCustomUpdateModels_1_1Base.html">CustomUpdateModels::Base</a></div><div class="ttdoc">Base class for all current source models. </div><div class="ttdef"><b>Definition:</b> customUpdateModels.h:27</div></div>
-<div class="ttc" id="classCustomUpdate_html_a9946f0cf16f3e1e5917324c40d81c2a5"><div class="ttname"><a href="../../d7/d60/classCustomUpdate.html#a9946f0cf16f3e1e5917324c40d81c2a5">CustomUpdate::isNeuronReduction</a></div><div class="ttdeci">bool isNeuronReduction() const</div><div class="ttdef"><b>Definition:</b> customUpdate.h:226</div></div>
-<div class="ttc" id="classCustomUpdate_html_a75c5888f1809a7d68677ba648177ed93"><div class="ttname"><a href="../../d7/d60/classCustomUpdate.html#a75c5888f1809a7d68677ba648177ed93">CustomUpdate::getInitHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getInitHashDigest() const</div><div class="ttdoc">Updates hash with custom update. </div><div class="ttdef"><b>Definition:</b> customUpdate.cc:166</div></div>
-<div class="ttc" id="classCustomUpdateWU_html_a45ee545d5c8deda64e44135dbd920160"><div class="ttname"><a href="../../db/dd4/classCustomUpdateWU.html#a45ee545d5c8deda64e44135dbd920160">CustomUpdateWU::getSynapseGroup</a></div><div class="ttdeci">const SynapseGroupInternal * getSynapseGroup() const</div><div class="ttdef"><b>Definition:</b> customUpdate.h:275</div></div>
+<div class="ttc" id="classCustomUpdate_html_a9946f0cf16f3e1e5917324c40d81c2a5"><div class="ttname"><a href="../../d7/d60/classCustomUpdate.html#a9946f0cf16f3e1e5917324c40d81c2a5">CustomUpdate::isNeuronReduction</a></div><div class="ttdeci">bool isNeuronReduction() const</div><div class="ttdef"><b>Definition:</b> customUpdate.h:229</div></div>
+<div class="ttc" id="classCustomUpdate_html_a75c5888f1809a7d68677ba648177ed93"><div class="ttname"><a href="../../d7/d60/classCustomUpdate.html#a75c5888f1809a7d68677ba648177ed93">CustomUpdate::getInitHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getInitHashDigest() const</div><div class="ttdoc">Updates hash with custom update. </div><div class="ttdef"><b>Definition:</b> customUpdate.cc:200</div></div>
+<div class="ttc" id="classCustomUpdateWU_html_a45ee545d5c8deda64e44135dbd920160"><div class="ttname"><a href="../../db/dd4/classCustomUpdateWU.html#a45ee545d5c8deda64e44135dbd920160">CustomUpdateWU::getSynapseGroup</a></div><div class="ttdeci">const SynapseGroupInternal * getSynapseGroup() const</div><div class="ttdef"><b>Definition:</b> customUpdate.h:282</div></div>
 <div class="ttc" id="classCustomUpdateBase_html_a2b57c046eda3a4675b78f39769ab8cdf"><div class="ttname"><a href="../../da/da9/classCustomUpdateBase.html#a2b57c046eda3a4675b78f39769ab8cdf">CustomUpdateBase::initDerivedParams</a></div><div class="ttdeci">void initDerivedParams(double dt)</div><div class="ttdef"><b>Definition:</b> customUpdate.cc:32</div></div>
-<div class="ttc" id="classCustomUpdate_html_ac872e0f3c3b6e2d5b10740320ab6bd09"><div class="ttname"><a href="../../d7/d60/classCustomUpdate.html#ac872e0f3c3b6e2d5b10740320ab6bd09">CustomUpdate::getDelayNeuronGroup</a></div><div class="ttdeci">const NeuronGroup * getDelayNeuronGroup() const</div><div class="ttdef"><b>Definition:</b> customUpdate.h:236</div></div>
-<div class="ttc" id="classCustomUpdateWU_html_a64a6f218f085f4b9d80e0494f5f16320"><div class="ttname"><a href="../../db/dd4/classCustomUpdateWU.html#a64a6f218f085f4b9d80e0494f5f16320">CustomUpdateWU::isTransposeOperation</a></div><div class="ttdeci">bool isTransposeOperation() const</div><div class="ttdef"><b>Definition:</b> customUpdate.cc:249</div></div>
-<div class="ttc" id="classCustomUpdateWU_html_a08e21efeaf00aee08a1eeda438de3314"><div class="ttname"><a href="../../db/dd4/classCustomUpdateWU.html#a08e21efeaf00aee08a1eeda438de3314">CustomUpdateWU::getHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getHashDigest() const</div><div class="ttdoc">Updates hash with custom update. </div><div class="ttdef"><b>Definition:</b> customUpdate.cc:256</div></div>
-<div class="ttc" id="classCustomUpdate_html_a4e357e11a354b05ab0d437910b72688a"><div class="ttname"><a href="../../d7/d60/classCustomUpdate.html#a4e357e11a354b05ab0d437910b72688a">CustomUpdate::finalize</a></div><div class="ttdeci">void finalize(unsigned int batchSize)</div><div class="ttdef"><b>Definition:</b> customUpdate.cc:123</div></div>
-<div class="ttc" id="classCustomUpdateWUInternal_html"><div class="ttname"><a href="../../da/ddf/classCustomUpdateWUInternal.html">CustomUpdateWUInternal</a></div><div class="ttdef"><b>Definition:</b> customUpdateInternal.h:39</div></div>
-<div class="ttc" id="classCustomUpdateWUInternal_html_ad193d2ec4a9aa0ff72d5fb67e6a368eb"><div class="ttname"><a href="../../da/ddf/classCustomUpdateWUInternal.html#ad193d2ec4a9aa0ff72d5fb67e6a368eb">CustomUpdateWUInternal::CustomUpdateWUInternal</a></div><div class="ttdeci">CustomUpdateWUInternal(const std::string &amp;name, const std::string &amp;updateGroupName, const CustomUpdateModels::Base *customUpdateModel, const std::vector&lt; double &gt; &amp;params, const std::vector&lt; Models::VarInit &gt; &amp;varInitialisers, const std::vector&lt; Models::WUVarReference &gt; &amp;varReferences, VarLocation defaultVarLocation, VarLocation defaultExtraGlobalParamLocation)</div><div class="ttdef"><b>Definition:</b> customUpdateInternal.h:42</div></div>
-<div class="ttc" id="classCustomUpdateWU_html_a1e366aaa010497304d73c3c16f4d3527"><div class="ttname"><a href="../../db/dd4/classCustomUpdateWU.html#a1e366aaa010497304d73c3c16f4d3527">CustomUpdateWU::isBatchReduction</a></div><div class="ttdeci">bool isBatchReduction() const</div><div class="ttdef"><b>Definition:</b> customUpdate.h:272</div></div>
-<div class="ttc" id="classCustomUpdate_html_a221560f977b7a1af7d901df3367e0473"><div class="ttname"><a href="../../d7/d60/classCustomUpdate.html#a221560f977b7a1af7d901df3367e0473">CustomUpdate::getHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getHashDigest() const</div><div class="ttdoc">Updates hash with custom update. </div><div class="ttdef"><b>Definition:</b> customUpdate.cc:144</div></div>
+<div class="ttc" id="classCustomUpdate_html_ac872e0f3c3b6e2d5b10740320ab6bd09"><div class="ttname"><a href="../../d7/d60/classCustomUpdate.html#ac872e0f3c3b6e2d5b10740320ab6bd09">CustomUpdate::getDelayNeuronGroup</a></div><div class="ttdeci">const NeuronGroup * getDelayNeuronGroup() const</div><div class="ttdef"><b>Definition:</b> customUpdate.h:240</div></div>
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diff --git a/documentation/4/html/d8/dcd/modular_8c_8h.html b/documentation/4/html/d8/dcd/modular_8c_8h.html
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
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diff --git a/documentation/4/html/d8/dcd/modular_8c_8h_source.html b/documentation/4/html/d8/dcd/modular_8c_8h_source.html
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    <div id="projectname">GeNN
-   &#160;<span id="projectnumber">4.8.0</span>
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@@ -101,7 +101,7 @@
 <a href="../../d8/dcd/modular_8c_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;</div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160; <span class="comment">/*</span></div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment"> ***********************************************************************</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="comment"> Copyright (c) 2015 Advanced Micro Devices, Inc. </span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="comment"> All rights reserved.</span></div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="comment"> </span></div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="comment"> Redistribution and use in source and binary forms, with or without </span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="comment"> modification, are permitted provided that the following conditions </span></div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="comment"> are met:</span></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;<span class="comment"> </span></div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="comment"> 1. Redistributions of source code must retain the above copyright </span></div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;<span class="comment"> notice, this list of conditions and the following disclaimer.</span></div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;<span class="comment"> </span></div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="comment"> 2. Redistributions in binary form must reproduce the above copyright </span></div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="comment"> notice, this list of conditions and the following disclaimer in the </span></div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;<span class="comment"> documentation and/or other materials provided with the distribution.</span></div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;<span class="comment"> </span></div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="comment"> THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS </span></div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;<span class="comment"> &quot;AS IS&quot; AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT </span></div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;<span class="comment"> LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR </span></div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;<span class="comment"> A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT </span></div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;<span class="comment"> HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, </span></div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;<span class="comment"> SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT </span></div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;<span class="comment"> LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, </span></div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;<span class="comment"> DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY </span></div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;<span class="comment"> THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT </span></div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;<span class="comment"> (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE </span></div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;<span class="comment"> OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.</span></div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;<span class="comment"> </span></div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;<span class="comment"> ***********************************************************************</span></div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;<span class="comment"> */</span></div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;</div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;<span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;<span class="preprocessor">#ifndef PRIVATE_MODULAR_CH</span></div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;</div><div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;<span class="preprocessor">#ifndef MODULAR_NUMBER_TYPE</span></div><div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;<span class="preprocessor">#error &quot;MODULAR_NUMBER_TYPE must be defined&quot;</span></div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;<span class="preprocessor">#endif</span></div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;</div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;<span class="preprocessor">#ifdef MODULAR_FIXED_SIZE</span></div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;<span class="preprocessor">#  define N MODULAR_FIXED_SIZE</span></div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;<span class="preprocessor">#  define MATRIX_ELEM(mat, i, j) (mat[i][j])</span></div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;<span class="preprocessor">#else</span></div><div class="line"><a name="l00059"></a><span class="lineno"><a class="line" href="../../d8/dcd/modular_8c_8h.html#a98685670f16350be325bd77b33ccf26e">   59</a></span>&#160;<span class="preprocessor">#  define MATRIX_ELEM(mat, i, j) (mat[i * N + j])</span></div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;<span class="preprocessor">#endif // MODULAR_FIXED_SIZE</span></div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;</div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;<span class="preprocessor">#if 1</span></div><div class="line"><a name="l00064"></a><span class="lineno"><a class="line" href="../../d8/dcd/modular_8c_8h.html#a7cc2d738ccd1dd2a03edd631da0985d8">   64</a></span>&#160;<span class="preprocessor">#define modMult(a, s, c, m) ((MODULAR_NUMBER_TYPE)(((cl_ulong) a * s + c) % m))</span></div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;<span class="preprocessor">#else</span></div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;<span class="keyword">static</span> MODULAR_NUMBER_TYPE <a class="code" href="../../d8/dcd/modular_8c_8h.html#a7cc2d738ccd1dd2a03edd631da0985d8">modMult</a>(MODULAR_NUMBER_TYPE a, MODULAR_NUMBER_TYPE s, MODULAR_NUMBER_TYPE c, MODULAR_NUMBER_TYPE <a class="code" href="../../de/d6e/namespacepygenn_1_1genn__model.html#a0ae588c769b098f97bc66450ab28011c">m</a>)</div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;{</div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160; 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+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
     <a href="http://www.doxygen.org/index.html">
     <img class="footer" src="../../doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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diff --git a/documentation/4/html/da/d8b/synapseUpdateGroupMerged_8h.html b/documentation/4/html/da/d8b/synapseUpdateGroupMerged_8h.html
index 77915807fa..bd231742fc 100644
--- a/documentation/4/html/da/d8b/synapseUpdateGroupMerged_8h.html
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@@ -42,7 +42,7 @@
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:24 for GeNN by
     <a href="http://www.doxygen.org/index.html">
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diff --git a/documentation/4/html/da/d8b/synapseUpdateGroupMerged_8h_source.html b/documentation/4/html/da/d8b/synapseUpdateGroupMerged_8h_source.html
index 847924771a..ea8e2043d0 100644
--- a/documentation/4/html/da/d8b/synapseUpdateGroupMerged_8h_source.html
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@@ -42,7 +42,7 @@
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@@ -100,7 +100,7 @@
 <div class="contents">
 <a href="../../da/d8b/synapseUpdateGroupMerged_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;</div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment">// GeNN code generator includes</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../dd/dfd/groupMerged_8h.html">code_generator/groupMerged.h</a>&quot;</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;</div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="comment">// CodeGenerator::</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="keyword">namespace </span><a class="code" href="../../d0/d02/namespaceCodeGenerator.html">CodeGenerator</a></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;{</div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;</div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;<span class="comment">// CodeGenerator::PresynapticUpdateGroupMerged</span></div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00015"></a><span class="lineno"><a class="line" href="../../df/df5/classCodeGenerator_1_1PresynapticUpdateGroupMerged.html">   15</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <a class="code" href="../../df/df5/classCodeGenerator_1_1PresynapticUpdateGroupMerged.html">PresynapticUpdateGroupMerged</a> : <span class="keyword">public</span> <a class="code" href="../../d7/d78/classCodeGenerator_1_1SynapseGroupMergedBase.html">SynapseGroupMergedBase</a></div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;{</div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00018"></a><span class="lineno"><a class="line" href="../../df/df5/classCodeGenerator_1_1PresynapticUpdateGroupMerged.html#aa38c8730ae8e9005936e79c0feefe049">   18</a></span>&#160;    <a class="code" href="../../df/df5/classCodeGenerator_1_1PresynapticUpdateGroupMerged.html#aa38c8730ae8e9005936e79c0feefe049">PresynapticUpdateGroupMerged</a>(<span class="keywordtype">size_t</span> index, <span class="keyword">const</span> std::string &amp;precision, <span class="keyword">const</span> std::string &amp;timePrecision, <span class="keyword">const</span> <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html">BackendBase</a> &amp;backend, </div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;                                 <span class="keyword">const</span> std::vector&lt;std::reference_wrapper&lt;const SynapseGroupInternal&gt;&gt; &amp;groups)</div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;    :   <a class="code" href="../../d7/d78/classCodeGenerator_1_1SynapseGroupMergedBase.html">SynapseGroupMergedBase</a>(index, precision, timePrecision, backend, <a class="code" href="../../d7/d78/classCodeGenerator_1_1SynapseGroupMergedBase.html">SynapseGroupMergedBase</a>::<a class="code" href="../../d7/d78/classCodeGenerator_1_1SynapseGroupMergedBase.html#aa46d3df803bad1c0d293faa1dd5edea1">Role</a>::PresynapticUpdate, </div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;                               groups.front().get().getWUModel()-&gt;getSimCode() + groups.front().get().getWUModel()-&gt;getEventCode() + groups.front().get().getWUModel()-&gt;getEventThresholdConditionCode(), groups)</div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;    {}</div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;</div><div class="line"><a name="l00024"></a><span class="lineno"><a class="line" href="../../df/df5/classCodeGenerator_1_1PresynapticUpdateGroupMerged.html#a773f7595f58ed676c822d38736ee0e62">   24</a></span>&#160;    boost::uuids::detail::sha1::digest_type <a class="code" href="../../df/df5/classCodeGenerator_1_1PresynapticUpdateGroupMerged.html#a773f7595f58ed676c822d38736ee0e62">getHashDigest</a>()<span class="keyword"> const</span></div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;<span class="keyword">    </span>{</div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;        <span class="keywordflow">return</span> <a class="code" href="../../d7/d78/classCodeGenerator_1_1SynapseGroupMergedBase.html#aab2082269d0bb908302554e5e0c4f579">SynapseGroupMergedBase::getHashDigest</a>(<a class="code" href="../../d7/d78/classCodeGenerator_1_1SynapseGroupMergedBase.html#aa46d3df803bad1c0d293faa1dd5edea1a8af1da03f6cd57ab93b3816d4429fccf">SynapseGroupMergedBase::Role::PresynapticUpdate</a>);</div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;    }</div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;</div><div class="line"><a name="l00029"></a><span class="lineno"><a class="line" href="../../df/df5/classCodeGenerator_1_1PresynapticUpdateGroupMerged.html#a87af4f2611889fc88fa4bb29b0c6f651">   29</a></span>&#160;    <span class="keywordtype">void</span> <a class="code" href="../../df/df5/classCodeGenerator_1_1PresynapticUpdateGroupMerged.html#a87af4f2611889fc88fa4bb29b0c6f651">generateRunner</a>(<span class="keyword">const</span> <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html">BackendBase</a> &amp;backend, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;definitionsInternal,</div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;                        <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;definitionsInternalFunc, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;definitionsInternalVar,</div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;                        <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;runnerVarDecl, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;runnerMergedStructAlloc)<span class="keyword"> const</span></div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;<span class="keyword">    </span>{</div><div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;        generateRunnerBase(backend, definitionsInternal, definitionsInternalFunc, definitionsInternalVar,</div><div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;                           runnerVarDecl, runnerMergedStructAlloc, name);</div><div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;    }</div><div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;</div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;    <span class="keywordtype">void</span> generateSpikeEventThreshold(<span class="keyword">const</span> <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html">BackendBase</a> &amp;backend, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../de/d52/classCodeGenerator_1_1ModelSpecMerged.html">ModelSpecMerged</a> &amp;modelMerged, <a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html">Substitutions</a> &amp;popSubs) <span class="keyword">const</span>;</div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;    <span class="keywordtype">void</span> generateSpikeEventUpdate(<span class="keyword">const</span> <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html">BackendBase</a> &amp;backend, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../de/d52/classCodeGenerator_1_1ModelSpecMerged.html">ModelSpecMerged</a> &amp;modelMerged, <a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html">Substitutions</a> &amp;popSubs) <span class="keyword">const</span>;</div><div class="line"><a name="l00039"></a><span class="lineno">   39</span>&#160;    <span class="keywordtype">void</span> generateSpikeUpdate(<span class="keyword">const</span> <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html">BackendBase</a> &amp;backend, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../de/d52/classCodeGenerator_1_1ModelSpecMerged.html">ModelSpecMerged</a> &amp;modelMerged, <a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html">Substitutions</a> &amp;popSubs) <span class="keyword">const</span>;</div><div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;    <span class="keywordtype">void</span> generateProceduralConnectivity(<span class="keyword">const</span> <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html">BackendBase</a> &amp;backend, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../de/d52/classCodeGenerator_1_1ModelSpecMerged.html">ModelSpecMerged</a> &amp;modelMerged, <a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html">Substitutions</a> &amp;popSubs) <span class="keyword">const</span>;</div><div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;    <span class="keywordtype">void</span> generateToeplitzConnectivity(<span class="keyword">const</span> <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html">BackendBase</a> &amp;backend, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> <a class="code" href="../../de/d52/classCodeGenerator_1_1ModelSpecMerged.html">ModelSpecMerged</a> &amp;modelMerged, <a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html">Substitutions</a> &amp;popSubs) <span class="keyword">const</span>;</div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;</div><div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160;    <span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;    <span class="comment">// Static constants</span></div><div class="line"><a name="l00045"></a><span class="lineno">   45</span>&#160;    <span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00046"></a><span class="lineno"><a class="line" href="../../df/df5/classCodeGenerator_1_1PresynapticUpdateGroupMerged.html#a2569949a9ad23a572700d15460c2427f">   46</a></span>&#160;    <span class="keyword">static</span> <span class="keyword">const</span> std::string <a class="code" href="../../df/df5/classCodeGenerator_1_1PresynapticUpdateGroupMerged.html#a2569949a9ad23a572700d15460c2427f">name</a>;</div><div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;};</div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;</div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;<span class="comment">// CodeGenerator::PostsynapticUpdateGroupMerged</span></div><div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;<span class="comment">//----------------------------------------------------------------------------</span></div><div class="line"><a name="l00052"></a><span class="lineno"><a class="line" href="../../dd/d96/classCodeGenerator_1_1PostsynapticUpdateGroupMerged.html">   52</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <a class="code" href="../../dd/d96/classCodeGenerator_1_1PostsynapticUpdateGroupMerged.html">PostsynapticUpdateGroupMerged</a> : <span class="keyword">public</span> <a class="code" href="../../d7/d78/classCodeGenerator_1_1SynapseGroupMergedBase.html">SynapseGroupMergedBase</a></div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;{</div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00055"></a><span class="lineno"><a class="line" href="../../dd/d96/classCodeGenerator_1_1PostsynapticUpdateGroupMerged.html#aa6394b5dbffadb00949d58b5ccc4c2f0">   55</a></span>&#160;    <a class="code" href="../../dd/d96/classCodeGenerator_1_1PostsynapticUpdateGroupMerged.html#aa6394b5dbffadb00949d58b5ccc4c2f0">PostsynapticUpdateGroupMerged</a>(<span class="keywordtype">size_t</span> index, <span class="keyword">const</span> std::string &amp;precision, <span class="keyword">const</span> std::string &amp;timePrecision, <span class="keyword">const</span> <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html">BackendBase</a> &amp;backend, </div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;                                  <span class="keyword">const</span> std::vector&lt;std::reference_wrapper&lt;const SynapseGroupInternal&gt;&gt; &amp;groups)</div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;    :   <a class="code" href="../../d7/d78/classCodeGenerator_1_1SynapseGroupMergedBase.html">SynapseGroupMergedBase</a>(index, precision, timePrecision, backend, <a class="code" href="../../d7/d78/classCodeGenerator_1_1SynapseGroupMergedBase.html">SynapseGroupMergedBase</a>::<a class="code" href="../../d7/d78/classCodeGenerator_1_1SynapseGroupMergedBase.html#aa46d3df803bad1c0d293faa1dd5edea1">Role</a>::PostsynapticUpdate, </div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;                               groups.front().get().getWUModel()-&gt;getLearnPostCode(), groups)</div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;    {}</div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;</div><div class="line"><a name="l00061"></a><span class="lineno"><a class="line" href="../../dd/d96/classCodeGenerator_1_1PostsynapticUpdateGroupMerged.html#a7f11a514db5c989aaea023a20da928d7">   61</a></span>&#160;    boost::uuids::detail::sha1::digest_type <a class="code" href="../../dd/d96/classCodeGenerator_1_1PostsynapticUpdateGroupMerged.html#a7f11a514db5c989aaea023a20da928d7">getHashDigest</a>()<span class="keyword"> const</span></div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;<span class="keyword">    </span>{</div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;        <span class="keywordflow">return</span> <a class="code" href="../../d7/d78/classCodeGenerator_1_1SynapseGroupMergedBase.html#aab2082269d0bb908302554e5e0c4f579">SynapseGroupMergedBase::getHashDigest</a>(<a class="code" href="../../d7/d78/classCodeGenerator_1_1SynapseGroupMergedBase.html#aa46d3df803bad1c0d293faa1dd5edea1a0c518ae62358fa911c59c2b73a27aefb">SynapseGroupMergedBase::Role::PostsynapticUpdate</a>);</div><div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;    }</div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;</div><div class="line"><a name="l00066"></a><span class="lineno"><a class="line" href="../../dd/d96/classCodeGenerator_1_1PostsynapticUpdateGroupMerged.html#a56758187a1074de7ab00e248ef4df492">   66</a></span>&#160;    <span class="keywordtype">void</span> <a class="code" href="../../dd/d96/classCodeGenerator_1_1PostsynapticUpdateGroupMerged.html#a56758187a1074de7ab00e248ef4df492">generateRunner</a>(<span class="keyword">const</span> <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html">BackendBase</a> &amp;backend, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;definitionsInternal,</div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;                        <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;definitionsInternalFunc, <a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;definitionsInternalVar,</div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160; 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   <a class="code" href="../../d3/d00/classCodeGenerator_1_1SynapseDynamicsGroupMerged.html#ada3a2a01a898d2f471fed9e1d0812250">SynapseDynamicsGroupMerged</a>(<span class="keywordtype">size_t</span> index, <span class="keyword">const</span> std::string &amp;precision, <span class="keyword">const</span> std::string &amp;timePrecision, <span class="keyword">const</span> <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html">BackendBase</a> &amp;backend, </div><div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;                               <span class="keyword">const</span> std::vector&lt;std::reference_wrapper&lt;const SynapseGroupInternal&gt;&gt; &amp;groups)</div><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;    :   <a class="code" href="../../d7/d78/classCodeGenerator_1_1SynapseGroupMergedBase.html">SynapseGroupMergedBase</a>(index, precision, timePrecision, backend, <a class="code" href="../../d7/d78/classCodeGenerator_1_1SynapseGroupMergedBase.html">SynapseGroupMergedBase</a>::<a class="code" href="../../d7/d78/classCodeGenerator_1_1SynapseGroupMergedBase.html#aa46d3df803bad1c0d293faa1dd5edea1">Role</a>::SynapseDynamics, </div><div class="line"><a name="l00091"></a><span class="lineno">   91</span>&#160; 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 <div class="ttc" id="classCodeGenerator_1_1PostsynapticUpdateGroupMerged_html_a9694312a033da5e86a0c72fe835d7784"><div class="ttname"><a href="../../dd/d96/classCodeGenerator_1_1PostsynapticUpdateGroupMerged.html#a9694312a033da5e86a0c72fe835d7784">CodeGenerator::PostsynapticUpdateGroupMerged::name</a></div><div class="ttdeci">static const std::string name</div><div class="ttdef"><b>Definition:</b> synapseUpdateGroupMerged.h:79</div></div>
-<div class="ttc" id="classCodeGenerator_1_1SynapseGroupMergedBase_html_aab2082269d0bb908302554e5e0c4f579"><div class="ttname"><a href="../../d7/d78/classCodeGenerator_1_1SynapseGroupMergedBase.html#aab2082269d0bb908302554e5e0c4f579">CodeGenerator::SynapseGroupMergedBase::getHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getHashDigest(Role role) const</div><div class="ttdef"><b>Definition:</b> groupMerged.cc:1189</div></div>
+<div class="ttc" id="classCodeGenerator_1_1SynapseGroupMergedBase_html_aab2082269d0bb908302554e5e0c4f579"><div class="ttname"><a href="../../d7/d78/classCodeGenerator_1_1SynapseGroupMergedBase.html#aab2082269d0bb908302554e5e0c4f579">CodeGenerator::SynapseGroupMergedBase::getHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getHashDigest(Role role) const</div><div class="ttdef"><b>Definition:</b> groupMerged.cc:1188</div></div>
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 <tr class="memdesc:ab3f7e871cfa06d52cdff493f80a9289e"><td class="mdescLeft">&#160;</td><td class="mdescRight">How to select GPU device.  <a href="#ab3f7e871cfa06d52cdff493f80a9289e">More...</a><br /></td></tr>
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@@ -152,7 +154,7 @@
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-<tr class="memitem:a4fec7ae3b7712a4d60d1cd3ff31c34c1"><td class="memItemLeft" align="right" valign="top">size_t&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#a4fec7ae3b7712a4d60d1cd3ff31c34c1">constantCacheOverhead</a> = 72 * 4</td></tr>
+<tr class="memitem:a4fec7ae3b7712a4d60d1cd3ff31c34c1"><td class="memItemLeft" align="right" valign="top">size_t&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#a4fec7ae3b7712a4d60d1cd3ff31c34c1">constantCacheOverhead</a> = 72 * 5</td></tr>
 <tr class="memdesc:a4fec7ae3b7712a4d60d1cd3ff31c34c1"><td class="mdescLeft">&#160;</td><td class="mdescRight">How much constant cache is already used and therefore can't be used by GeNN?  <a href="#a4fec7ae3b7712a4d60d1cd3ff31c34c1">More...</a><br /></td></tr>
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 <div class="memproto">
       <table class="memname">
         <tr>
-          <td class="memname">size_t CodeGenerator::CUDA::Preferences::constantCacheOverhead = 72 * 4</td>
+          <td class="memname">size_t CodeGenerator::CUDA::Preferences::constantCacheOverhead = 72 * 5</td>
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       </table>
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 <p>How much constant cache is already used and therefore can't be used by GeNN? </p>
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+<p>Each of the four modules which includes <a class="el" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html">CUDA</a> headers(neuronUpdate, synapseUpdate, custom update, init and runner) Takes 72 bytes of constant memory for a lookup table used by cuRAND. If your application requires additional constant cache, increase this </p>
 
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 <p>Should line info be included in resultant executable for debugging/profiling purposes? </p>
 
+</div>
+</div>
+<a id="ab293678120fd5f7d042ff044897c47a3"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#ab293678120fd5f7d042ff044897c47a3">&#9670;&nbsp;</a></span>generateSimpleErrorHandling</h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">bool CodeGenerator::CUDA::Preferences::generateSimpleErrorHandling = false</td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+<p>By default, GeNN generates <a class="el" href="../../d1/df6/namespaceCodeGenerator_1_1CUDA.html">CUDA</a> error-handling code that generates exceptions with line numbers etc. This can make compilation of large models very slow and require a large amount of memory. Turning on this option generates much simpler error-handling code that simply raises an abort signal. </p>
+
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
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diff --git a/documentation/4/html/da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.js b/documentation/4/html/da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.js
index 7c2d384b3e..05b3f8b123 100644
--- a/documentation/4/html/da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.js
+++ b/documentation/4/html/da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.js
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     [ "generateLineInfo", "da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#a28f276f8498add4713f59850c153e522", null ],
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--- a/documentation/4/html/da/db2/initToeplitzConnectivitySnippet_8cc.html
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diff --git a/documentation/4/html/da/dcc/synapseUpdateGroupMerged_8cc.html b/documentation/4/html/da/dcc/synapseUpdateGroupMerged_8cc.html
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--- a/documentation/4/html/da/dcc/synapseUpdateGroupMerged_8cc.html
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:24 for GeNN by
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:24 for GeNN by
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diff --git a/documentation/4/html/dc/d6d/classModels_1_1WUVarReference.html b/documentation/4/html/dc/d6d/classModels_1_1WUVarReference.html
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
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diff --git a/documentation/4/html/dc/de1/modelSpec_8h_source.html b/documentation/4/html/dc/de1/modelSpec_8h_source.html
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+<div class="ttc" id="classCustomUpdateWU_html"><div class="ttname"><a href="../../db/dd4/classCustomUpdateWU.html">CustomUpdateWU</a></div><div class="ttdef"><b>Definition:</b> customUpdate.h:257</div></div>
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diff --git a/documentation/4/html/dd/dfd/groupMerged_8h.html b/documentation/4/html/dd/dfd/groupMerged_8h.html
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diff --git a/documentation/4/html/dd/dfd/groupMerged_8h_source.html b/documentation/4/html/dd/dfd/groupMerged_8h_source.html
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+  <tr class="even"><td class="entry"><a class="el" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#ad8e937d78148dcd94e8174b3fba45e86">showPtxInfo</a></td><td class="entry"><a class="el" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html">CodeGenerator::CUDA::Preferences</a></td><td class="entry"></td></tr>
+  <tr><td class="entry"><a class="el" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#a69125f7b6557f37ea17b5871864757c3">updateHash</a>(boost::uuids::detail::sha1 &amp;hash) const</td><td class="entry"><a class="el" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html">CodeGenerator::CUDA::Preferences</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
+  <tr class="even"><td class="entry"><a class="el" href="../../d1/d7a/structCodeGenerator_1_1PreferencesBase.html#a86fb454bb8ca003d22eedff8c8c7f4e2">userCxxFlagsGNU</a></td><td class="entry"><a class="el" href="../../d1/d7a/structCodeGenerator_1_1PreferencesBase.html">CodeGenerator::PreferencesBase</a></td><td class="entry"></td></tr>
+  <tr><td class="entry"><a class="el" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#aa370bc1e7c48d0928ace7bf4baaa7e73">userNvccFlags</a></td><td class="entry"><a class="el" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html">CodeGenerator::CUDA::Preferences</a></td><td class="entry"></td></tr>
+  <tr class="even"><td class="entry"><a class="el" href="../../d1/d7a/structCodeGenerator_1_1PreferencesBase.html#acad9c31842a33378f83f524093f6011c">userNvccFlagsGNU</a></td><td class="entry"><a class="el" href="../../d1/d7a/structCodeGenerator_1_1PreferencesBase.html">CodeGenerator::PreferencesBase</a></td><td class="entry"></td></tr>
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diff --git a/documentation/4/html/de/d80/synapseGroupInternal_8h.html b/documentation/4/html/de/d80/synapseGroupInternal_8h.html
index ddd508e3d4..553d9c16e7 100644
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-   &#160;<span id="projectnumber">4.8.0</span>
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    <div id="projectbrief">GPU enhanced Neuronal Networks (GeNN)</div>
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 <a href="../../de/d80/synapseGroupInternal_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;</div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment">// GeNN includes</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../de/db0/synapseGroup_8h.html">synapseGroup.h</a>&quot;</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;</div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="comment">// SynapseGroupInternal</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="comment">//------------------------------------------------------------------------</span></div><div class="line"><a name="l00009"></a><span class="lineno"><a class="line" href="../../dd/d48/classSynapseGroupInternal.html">    9</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../dd/d48/classSynapseGroupInternal.html">SynapseGroupInternal</a> : <span class="keyword">public</span> <a class="code" href="../../dc/dfa/classSynapseGroup.html">SynapseGroup</a></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;{</div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00012"></a><span class="lineno"><a class="line" href="../../dd/d48/classSynapseGroupInternal.html#a2712de7a89dd2a0b52c6d9e449d60304">   12</a></span>&#160;    <a class="code" href="../../dd/d48/classSynapseGroupInternal.html#a2712de7a89dd2a0b52c6d9e449d60304">SynapseGroupInternal</a>(<span class="keyword">const</span> std::string &amp;name, <span class="keyword">const</span> <a class="code" href="../../dd/d48/classSynapseGroupInternal.html">SynapseGroupInternal</a> *weightSharingMaster, <a class="code" href="../../dd/dd5/synapseMatrixType_8h.html#a24a045033b9a7e987843a67ff5ddec9c">SynapseMatrixType</a> matrixType, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> delaySteps,</div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;                         <span class="keyword">const</span> <a class="code" href="../../d2/d05/classWeightUpdateModels_1_1Base.html">WeightUpdateModels::Base</a> *wu, <span class="keyword">const</span> std::vector&lt;double&gt; &amp;wuParams, <span class="keyword">const</span> std::vector&lt;Models::VarInit&gt; &amp;wuVarInitialisers, <span class="keyword">const</span> std::vector&lt;Models::VarInit&gt; &amp;wuPreVarInitialisers, <span class="keyword">const</span> std::vector&lt;Models::VarInit&gt; &amp;wuPostVarInitialisers,</div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;                         <span class="keyword">const</span> <a class="code" href="../../d1/d3a/classPostsynapticModels_1_1Base.html">PostsynapticModels::Base</a> *ps, <span class="keyword">const</span> std::vector&lt;double&gt; &amp;psParams, <span class="keyword">const</span> std::vector&lt;Models::VarInit&gt; &amp;psVarInitialisers,</div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;                         <a class="code" href="../../dc/da3/classNeuronGroupInternal.html">NeuronGroupInternal</a> *srcNeuronGroup, <a class="code" href="../../dc/da3/classNeuronGroupInternal.html">NeuronGroupInternal</a> *trgNeuronGroup,</div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;                         <span class="keyword">const</span> <a class="code" href="../../d2/d7f/classInitSparseConnectivitySnippet_1_1Init.html">InitSparseConnectivitySnippet::Init</a> &amp;connectivityInitialiser,</div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;                         <span class="keyword">const</span> <a class="code" href="../../d3/d83/classInitToeplitzConnectivitySnippet_1_1Init.html">InitToeplitzConnectivitySnippet::Init</a> &amp;toeplitzConnectivityInitialiser,</div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;                         <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> defaultVarLocation, <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> defaultExtraGlobalParamLocation,</div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;                         <a class="code" href="../../d6/d8f/variableMode_8h.html#a2807180f6261d89020cf7d7d498fb087">VarLocation</a> defaultSparseConnectivityLocation, <span class="keywordtype">bool</span> defaultNarrowSparseIndEnabled)</div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;    :   <a class="code" href="../../dc/dfa/classSynapseGroup.html">SynapseGroup</a>(name, matrixType, delaySteps, wu, wuParams, wuVarInitialisers, wuPreVarInitialisers, wuPostVarInitialisers,</div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;                     ps, psParams, psVarInitialisers, srcNeuronGroup, trgNeuronGroup, weightSharingMaster,</div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;                     connectivityInitialiser, toeplitzConnectivityInitialiser, defaultVarLocation, defaultExtraGlobalParamLocation,</div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;                     defaultSparseConnectivityLocation, defaultNarrowSparseIndEnabled)</div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;    {</div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;        <span class="comment">// Add references to target and source neuron groups</span></div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160; 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   <span class="keyword">using</span> <a class="code" href="../../dc/dfa/classSynapseGroup.html#a7c5829cce6e3ccb0df1fe040ed6b723b">SynapseGroup::getConnectivityHostInitHashDigest</a>;</div><div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;    <span class="keyword">using</span> <a class="code" href="../../dc/dfa/classSynapseGroup.html#ab079fa7861ec8635fb5450acdbd14486">SynapseGroup::getVarLocationHashDigest</a>;</div><div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;};</div><div class="ttc" id="classNeuronGroupInternal_html"><div class="ttname"><a href="../../dc/da3/classNeuronGroupInternal.html">NeuronGroupInternal</a></div><div class="ttdef"><b>Definition:</b> neuronGroupInternal.h:9</div></div>
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-<div class="ttc" id="classSynapseGroup_html_ac98b26617c46c185123695ee2a379d5b"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#ac98b26617c46c185123695ee2a379d5b">SynapseGroup::getDendriticDelayUpdateHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getDendriticDelayUpdateHashDigest() const</div><div class="ttdef"><b>Definition:</b> synapseGroup.cc:981</div></div>
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+<div class="ttc" id="classSynapseGroup_html_ac98b26617c46c185123695ee2a379d5b"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#ac98b26617c46c185123695ee2a379d5b">SynapseGroup::getDendriticDelayUpdateHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getDendriticDelayUpdateHashDigest() const</div><div class="ttdef"><b>Definition:</b> synapseGroup.cc:1013</div></div>
+<div class="ttc" id="classSynapseGroup_html_a0e5d3ecdf713896737ebf66c5287a5d1"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#a0e5d3ecdf713896737ebf66c5287a5d1">SynapseGroup::getWUPreFuseHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getWUPreFuseHashDigest() const</div><div class="ttdef"><b>Definition:</b> synapseGroup.cc:927</div></div>
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-<div class="ttc" id="classSynapseGroup_html_afe9239f8fe357a99aa10a64870393a0b"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#afe9239f8fe357a99aa10a64870393a0b">SynapseGroup::getWUPostInitHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getWUPostInitHashDigest() const</div><div class="ttdoc">Generate hash of postsynaptic variable initialisation component of this synapse group. </div><div class="ttdef"><b>Definition:</b> synapseGroup.cc:1017</div></div>
+<div class="ttc" id="classSynapseGroup_html_afe9239f8fe357a99aa10a64870393a0b"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#afe9239f8fe357a99aa10a64870393a0b">SynapseGroup::getWUPostInitHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getWUPostInitHashDigest() const</div><div class="ttdoc">Generate hash of postsynaptic variable initialisation component of this synapse group. </div><div class="ttdef"><b>Definition:</b> synapseGroup.cc:1049</div></div>
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-<div class="ttc" id="classSynapseGroup_html_abdbf3f3d7628402cb288f3342b8edc4f"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#abdbf3f3d7628402cb288f3342b8edc4f">SynapseGroup::getPreOutputHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getPreOutputHashDigest() const</div><div class="ttdoc">Generate hash of presynaptic output update component of this synapse group. </div><div class="ttdef"><b>Definition:</b> synapseGroup.cc:888</div></div>
-<div class="ttc" id="classSynapseGroup_html_a7c5829cce6e3ccb0df1fe040ed6b723b"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#a7c5829cce6e3ccb0df1fe040ed6b723b">SynapseGroup::getConnectivityHostInitHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getConnectivityHostInitHashDigest() const</div><div class="ttdoc">Generate hash of host connectivity initialisation of this synapse group. </div><div class="ttdef"><b>Definition:</b> synapseGroup.cc:1057</div></div>
-<div class="ttc" id="classSynapseGroup_html_a19f5176cb20042fdca974fed126b62f2"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#a19f5176cb20042fdca974fed126b62f2">SynapseGroup::getWUInitHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getWUInitHashDigest() const</div><div class="ttdoc">Generate hash of initialisation component of this synapse group. </div><div class="ttdef"><b>Definition:</b> synapseGroup.cc:988</div></div>
-<div class="ttc" id="classSynapseGroup_html_a7cf93f80976d50cd13f297b9f362f000"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#a7cf93f80976d50cd13f297b9f362f000">SynapseGroup::getPSFuseHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getPSFuseHashDigest() const</div><div class="ttdef"><b>Definition:</b> synapseGroup.cc:876</div></div>
+<div class="ttc" id="classSynapseGroup_html_abdbf3f3d7628402cb288f3342b8edc4f"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#abdbf3f3d7628402cb288f3342b8edc4f">SynapseGroup::getPreOutputHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getPreOutputHashDigest() const</div><div class="ttdoc">Generate hash of presynaptic output update component of this synapse group. </div><div class="ttdef"><b>Definition:</b> synapseGroup.cc:920</div></div>
+<div class="ttc" id="classSynapseGroup_html_a7c5829cce6e3ccb0df1fe040ed6b723b"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#a7c5829cce6e3ccb0df1fe040ed6b723b">SynapseGroup::getConnectivityHostInitHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getConnectivityHostInitHashDigest() const</div><div class="ttdoc">Generate hash of host connectivity initialisation of this synapse group. </div><div class="ttdef"><b>Definition:</b> synapseGroup.cc:1089</div></div>
+<div class="ttc" id="classSynapseGroup_html_a19f5176cb20042fdca974fed126b62f2"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#a19f5176cb20042fdca974fed126b62f2">SynapseGroup::getWUInitHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getWUInitHashDigest() const</div><div class="ttdoc">Generate hash of initialisation component of this synapse group. </div><div class="ttdef"><b>Definition:</b> synapseGroup.cc:1020</div></div>
+<div class="ttc" id="classSynapseGroup_html_a7cf93f80976d50cd13f297b9f362f000"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#a7cf93f80976d50cd13f297b9f362f000">SynapseGroup::getPSFuseHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getPSFuseHashDigest() const</div><div class="ttdef"><b>Definition:</b> synapseGroup.cc:899</div></div>
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-<div class="ttc" id="classSynapseGroup_html_a7f052212fef05356b2696a68867fc0a5"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#a7f052212fef05356b2696a68867fc0a5">SynapseGroup::getPSHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getPSHashDigest() const</div><div class="ttdoc">Generate hash of postsynaptic update component of this synapse group. </div><div class="ttdef"><b>Definition:</b> synapseGroup.cc:866</div></div>
-<div class="ttc" id="classSynapseGroup_html_a08f8d965e3e945d0ce87c89e0f96b26a"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#a08f8d965e3e945d0ce87c89e0f96b26a">SynapseGroup::getWUPostFuseHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getWUPostFuseHashDigest() const</div><div class="ttdef"><b>Definition:</b> synapseGroup.cc:938</div></div>
+<div class="ttc" id="classSynapseGroup_html_a7f052212fef05356b2696a68867fc0a5"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#a7f052212fef05356b2696a68867fc0a5">SynapseGroup::getPSHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getPSHashDigest() const</div><div class="ttdoc">Generate hash of postsynaptic update component of this synapse group. </div><div class="ttdef"><b>Definition:</b> synapseGroup.cc:889</div></div>
+<div class="ttc" id="classSynapseGroup_html_a08f8d965e3e945d0ce87c89e0f96b26a"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#a08f8d965e3e945d0ce87c89e0f96b26a">SynapseGroup::getWUPostFuseHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getWUPostFuseHashDigest() const</div><div class="ttdef"><b>Definition:</b> synapseGroup.cc:970</div></div>
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-<div class="ttc" id="classSynapseGroup_html_a0de536d841bcb3fb5368f7afb19301d4"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#a0de536d841bcb3fb5368f7afb19301d4">SynapseGroup::getWUPreInitHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getWUPreInitHashDigest() const</div><div class="ttdoc">Generate hash of presynaptic variable initialisation component of this synapse group. </div><div class="ttdef"><b>Definition:</b> synapseGroup.cc:1005</div></div>
+<div class="ttc" id="classSynapseGroup_html_a0de536d841bcb3fb5368f7afb19301d4"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#a0de536d841bcb3fb5368f7afb19301d4">SynapseGroup::getWUPreInitHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getWUPreInitHashDigest() const</div><div class="ttdoc">Generate hash of presynaptic variable initialisation component of this synapse group. </div><div class="ttdef"><b>Definition:</b> synapseGroup.cc:1037</div></div>
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@@ -122,26 +122,26 @@
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 <div class="ttc" id="classSynapseGroup_html_af3857cce796a91d0ea38b666ebb81bbb"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#af3857cce796a91d0ea38b666ebb81bbb">SynapseGroup::getWeightSharingMaster</a></div><div class="ttdeci">const SynapseGroupInternal * getWeightSharingMaster() const</div><div class="ttdoc">Does the event threshold needs to be retested in the synapse kernel? </div><div class="ttdef"><b>Definition:</b> synapseGroup.h:311</div></div>
-<div class="ttc" id="classSynapseGroup_html_a079777c1335d5959bef40f50a1db1153"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#a079777c1335d5959bef40f50a1db1153">SynapseGroup::getWUPostHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getWUPostHashDigest() const</div><div class="ttdoc">Generate hash of postsynaptic update component of this synapse group. </div><div class="ttdef"><b>Definition:</b> synapseGroup.cc:858</div></div>
+<div class="ttc" id="classSynapseGroup_html_a079777c1335d5959bef40f50a1db1153"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#a079777c1335d5959bef40f50a1db1153">SynapseGroup::getWUPostHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getWUPostHashDigest() const</div><div class="ttdoc">Generate hash of postsynaptic update component of this synapse group. </div><div class="ttdef"><b>Definition:</b> synapseGroup.cc:881</div></div>
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-<div class="ttc" id="classSynapseGroup_html_a8b063538ac95c9be227ec986016495af"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#a8b063538ac95c9be227ec986016495af">SynapseGroup::canPreOutputBeFused</a></div><div class="ttdeci">bool canPreOutputBeFused() const</div><div class="ttdoc">Can presynaptic output component of this synapse group&amp;#39;s weight update model be safely fused with oth...</div><div class="ttdef"><b>Definition:</b> synapseGroup.cc:809</div></div>
+<div class="ttc" id="classSynapseGroup_html_a8b063538ac95c9be227ec986016495af"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#a8b063538ac95c9be227ec986016495af">SynapseGroup::canPreOutputBeFused</a></div><div class="ttdeci">bool canPreOutputBeFused() const</div><div class="ttdoc">Can presynaptic output component of this synapse group&amp;#39;s weight update model be safely fused with oth...</div><div class="ttdef"><b>Definition:</b> synapseGroup.cc:832</div></div>
 <div class="ttc" id="classSynapseGroup_html"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html">SynapseGroup</a></div><div class="ttdef"><b>Definition:</b> synapseGroup.h:24</div></div>
-<div class="ttc" id="classSynapseGroup_html_af54e5984713afd8347933ef7e87770e7"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#af54e5984713afd8347933ef7e87770e7">SynapseGroup::getPSInitHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getPSInitHashDigest() const</div><div class="ttdoc">Generate hash of postsynaptic model variable initialisation component of this synapse group...</div><div class="ttdef"><b>Definition:</b> synapseGroup.cc:1029</div></div>
+<div class="ttc" id="classSynapseGroup_html_af54e5984713afd8347933ef7e87770e7"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#af54e5984713afd8347933ef7e87770e7">SynapseGroup::getPSInitHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getPSInitHashDigest() const</div><div class="ttdoc">Generate hash of postsynaptic model variable initialisation component of this synapse group...</div><div class="ttdef"><b>Definition:</b> synapseGroup.cc:1061</div></div>
 <div class="ttc" id="classSynapseGroup_html_affdf7533dddf40b2a564f69ca06cb40e"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#affdf7533dddf40b2a564f69ca06cb40e">SynapseGroup::getFusedWUPostVarSuffix</a></div><div class="ttdeci">const std::string &amp; getFusedWUPostVarSuffix() const</div><div class="ttdef"><b>Definition:</b> synapseGroup.h:319</div></div>
-<div class="ttc" id="classSynapseGroup_html_a2e0bdb4b53089341f04a55c5e8f5fdb0"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#a2e0bdb4b53089341f04a55c5e8f5fdb0">SynapseGroup::getWUHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getWUHashDigest() const</div><div class="ttdoc">Generate hash of weight update component of this synapse group. </div><div class="ttdef"><b>Definition:</b> synapseGroup.cc:815</div></div>
+<div class="ttc" id="classSynapseGroup_html_a2e0bdb4b53089341f04a55c5e8f5fdb0"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#a2e0bdb4b53089341f04a55c5e8f5fdb0">SynapseGroup::getWUHashDigest</a></div><div class="ttdeci">boost::uuids::detail::sha1::digest_type getWUHashDigest() const</div><div class="ttdoc">Generate hash of weight update component of this synapse group. </div><div class="ttdef"><b>Definition:</b> synapseGroup.cc:838</div></div>
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 <div class="ttc" id="classSynapseGroup_html_a3ec881945c4a9559545b8fa98e5748f3"><div class="ttname"><a href="../../dc/dfa/classSynapseGroup.html#a3ec881945c4a9559545b8fa98e5748f3">SynapseGroup::setEventThresholdReTestRequired</a></div><div class="ttdeci">void setEventThresholdReTestRequired(bool req)</div><div class="ttdef"><b>Definition:</b> synapseGroup.h:290</div></div>
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 </div><!--header-->
 <div class="contents">
-<a href="../../de/d99/codeGenUtils_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;</div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment">// Standard includes</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="preprocessor">#include &lt;algorithm&gt;</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="preprocessor">#include &lt;set&gt;</span></div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="preprocessor">#include &lt;string&gt;</span></div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="preprocessor">#include &lt;unordered_map&gt;</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="preprocessor">#include &lt;vector&gt;</span></div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="preprocessor">#include &lt;regex&gt;</span></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;</div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="comment">// GeNN includes</span></div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d1/d8e/gennExport_8h.html">gennExport.h</a>&quot;</span></div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d9/d59/gennUtils_8h.html">gennUtils.h</a>&quot;</span></div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d2/dfe/neuronGroupInternal_8h.html">neuronGroupInternal.h</a>&quot;</span></div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d6/d8f/variableMode_8h.html">variableMode.h</a>&quot;</span></div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;</div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;<span class="comment">// GeNN code generator includes</span></div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d9/d67/backendBase_8h.html">backendBase.h</a>&quot;</span></div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d0/dbb/codeStream_8h.html">codeStream.h</a>&quot;</span></div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d9/d7a/substitutions_8h.html">substitutions.h</a>&quot;</span></div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d5/dff/teeStream_8h.html">teeStream.h</a>&quot;</span></div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;</div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;<span class="comment">// CodeGenerator</span></div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;<span class="keyword">namespace </span><a class="code" href="../../d0/d02/namespaceCodeGenerator.html">CodeGenerator</a></div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;{</div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;<span class="comment"></span><span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <span class="keywordtype">void</span> <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#aa4e4834ac812b0cb4663112e4bd49eb2">substitute</a>(std::string &amp;s, <span class="keyword">const</span> std::string &amp;trg, <span class="keyword">const</span> std::string &amp;rep);</div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;</div><div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;<span class="comment"></span><span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <span class="keywordtype">bool</span> <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a80838daf20cefe142f4af7ec2361bfd5">regexVarSubstitute</a>(std::string &amp;s, <span class="keyword">const</span> std::string &amp;trg, <span class="keyword">const</span> std::string &amp;rep);</div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;</div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;<span class="comment"></span><span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <span class="keywordtype">bool</span> <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a6f8f82386dbf754701a2c5968614594f">regexFuncSubstitute</a>(std::string &amp;s, <span class="keyword">const</span> std::string &amp;trg, <span class="keyword">const</span> std::string &amp;rep);</div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;</div><div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;<span class="comment"></span><span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <span class="keywordtype">void</span> <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a7308be23a7721f3913894290bcdd7831">functionSubstitute</a>(std::string &amp;code, <span class="keyword">const</span> std::string &amp;funcName,</div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;                                    <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> numParams, <span class="keyword">const</span> std::string &amp;replaceFuncTemplate);</div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;</div><div class="line"><a name="l00058"></a><span class="lineno"><a class="line" href="../../d0/d02/namespaceCodeGenerator.html#a38f97aa2e801ffd3aedff316b4827b1c">   58</a></span>&#160;<span class="keyword">inline</span> <span class="keywordtype">size_t</span> <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a38f97aa2e801ffd3aedff316b4827b1c">ceilDivide</a>(<span class="keywordtype">size_t</span> numerator, <span class="keywordtype">size_t</span> denominator)</div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;{</div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;    <span class="keywordflow">return</span> ((numerator + denominator - 1) / denominator);</div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;}</div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;</div><div class="line"><a name="l00064"></a><span class="lineno"><a class="line" href="../../d0/d02/namespaceCodeGenerator.html#af83b93cdf22728d8973b5f6dae21b2f6">   64</a></span>&#160;<span class="keyword">inline</span> <span class="keywordtype">size_t</span> <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#af83b93cdf22728d8973b5f6dae21b2f6">padSize</a>(<span class="keywordtype">size_t</span> size, <span class="keywordtype">size_t</span> blockSize)</div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;{</div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a38f97aa2e801ffd3aedff316b4827b1c">ceilDivide</a>(size, blockSize) * blockSize;</div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;}</div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;</div><div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <span class="keywordtype">void</span> <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#adb9c9eba0188cd8842cab77a6e34126f">genTypeRange</a>(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> std::string &amp;precision, <span class="keyword">const</span> std::string &amp;prefix);</div><div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;</div><div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;<span class="comment"></span><span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> std::string <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a22199ae12a7875826210e2f57ee0b1ee">ensureFtype</a>(<span class="keyword">const</span> std::string &amp;oldcode, <span class="keyword">const</span> std::string &amp;type);</div><div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160;</div><div class="line"><a name="l00077"></a><span class="lineno">   77</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00079"></a><span class="lineno">   79</span>&#160;<span class="comment"></span><span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00080"></a><span class="lineno">   80</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> std::string <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a65ba0a2fa4e20300ed3a428937877ad7">getReductionInitialValue</a>(<span class="keyword">const</span> <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html">BackendBase</a> &amp;backend, <a class="code" href="../../de/dfb/varAccess_8h.html#ac9af5b5dbabe0b411cc7b2bca48ad72b">VarAccessMode</a> access, <span class="keyword">const</span> std::string &amp;type);</div><div class="line"><a name="l00081"></a><span class="lineno">   81</span>&#160;</div><div class="line"><a name="l00082"></a><span class="lineno">   82</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;<span class="comment"></span><span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> std::string <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a71f64620d1546b7574a2647bdd1b5312">getReductionOperation</a>(<span class="keyword">const</span> std::string &amp;reduction, <span class="keyword">const</span> std::string &amp;value, <a class="code" href="../../de/dfb/varAccess_8h.html#ac9af5b5dbabe0b411cc7b2bca48ad72b">VarAccessMode</a> access, <span class="keyword">const</span> std::string &amp;type);</div><div class="line"><a name="l00086"></a><span class="lineno">   86</span>&#160;</div><div class="line"><a name="l00087"></a><span class="lineno">   87</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;<span class="comment"></span><span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00091"></a><span class="lineno">   91</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <span class="keywordtype">void</span> <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a10af4d74175240a715403e6b5f2103cf">checkUnreplacedVariables</a>(<span class="keyword">const</span> std::string &amp;code, <span class="keyword">const</span> std::string &amp;codeName);</div><div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;</div><div class="line"><a name="l00093"></a><span class="lineno">   93</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;<span class="comment"></span> <span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> std::string <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a6801758a53b6115d848baa595c6bd1d5">disambiguateNamespaceFunction</a>(<span class="keyword">const</span> std::string supportCode, <span class="keyword">const</span> std::string code, std::string namespaceName);</div><div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;</div><div class="line"><a name="l00099"></a><span class="lineno">   99</span>&#160;<span class="comment">//-------------------------------------------------------------------------</span></div><div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;<span class="comment"></span><span class="comment">//-------------------------------------------------------------------------</span></div><div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> P, <span class="keyword">typename</span> D, <span class="keyword">typename</span> V, <span class="keyword">typename</span> S&gt;</div><div class="line"><a name="l00105"></a><span class="lineno"><a class="line" href="../../d0/d02/namespaceCodeGenerator.html#a52d256322f6e1b81e974344c03f93e3d">  105</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a52d256322f6e1b81e974344c03f93e3d">neuronSubstitutionsInSynapticCode</a>(<a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html">CodeGenerator::Substitutions</a> &amp;substitutions, <span class="keyword">const</span> <a class="code" href="../../dc/da3/classNeuronGroupInternal.html">NeuronGroupInternal</a> *archetypeNG, </div><div class="line"><a name="l00106"></a><span class="lineno">  106</span>&#160;                                       <span class="keyword">const</span> std::string &amp;delayOffset, <span class="keyword">const</span> std::string &amp;sourceSuffix, <span class="keyword">const</span> std::string &amp;destSuffix, </div><div class="line"><a name="l00107"></a><span class="lineno">  107</span>&#160;                                       <span class="keyword">const</span> std::string &amp;varPrefix, <span class="keyword">const</span> std::string &amp;varSuffix, <span class="keywordtype">bool</span> useLocalNeuronVars,</div><div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;                                       P isParamHeterogeneousFn, D isDerivedParamHeterogeneousFn, V getVarIndexFn, S getPrevSpikeTimeIndexFn)</div><div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;{</div><div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;</div><div class="line"><a name="l00111"></a><span class="lineno">  111</span>&#160;    <span class="comment">// Substitute spike times</span></div><div class="line"><a name="l00112"></a><span class="lineno">  112</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">bool</span> delay = archetypeNG-&gt;<a class="code" href="../../d7/d3b/classNeuronGroup.html#aaee088799cba1183037c1a412dbf6be6">isDelayRequired</a>();</div><div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;    <span class="keyword">const</span> std::string spikeTimeVarIndex = getVarIndexFn(delay, <a class="code" href="../../de/dfb/varAccess_8h.html#afabbd457a93205e571bff448ec134764a5c57b592f6421079706484abebcab81b">VarAccessDuplication::DUPLICATE</a>);</div><div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160;    <span class="keyword">const</span> std::string prevSpikeTimeVarIndex = getPrevSpikeTimeIndexFn(delay, <a class="code" href="../../de/dfb/varAccess_8h.html#afabbd457a93205e571bff448ec134764a5c57b592f6421079706484abebcab81b">VarAccessDuplication::DUPLICATE</a>);</div><div class="line"><a name="l00115"></a><span class="lineno">  115</span>&#160;    substitutions.<a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html#ae3ed06630ef19dce975fd16651768c32">addVarSubstitution</a>(<span class="stringliteral">&quot;sT&quot;</span> + sourceSuffix,</div><div class="line"><a name="l00116"></a><span class="lineno">  116</span>&#160;                                     <span class="stringliteral">&quot;(&quot;</span> + delayOffset + varPrefix + <span class="stringliteral">&quot;group-&gt;sT&quot;</span> + destSuffix + <span class="stringliteral">&quot;[&quot;</span> + spikeTimeVarIndex + <span class="stringliteral">&quot;]&quot;</span> + varSuffix + <span class="stringliteral">&quot;)&quot;</span>);</div><div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;    substitutions.<a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html#ae3ed06630ef19dce975fd16651768c32">addVarSubstitution</a>(<span class="stringliteral">&quot;prev_sT&quot;</span> + sourceSuffix,</div><div class="line"><a name="l00118"></a><span class="lineno">  118</span>&#160;                                     <span class="stringliteral">&quot;(&quot;</span> + delayOffset + varPrefix + <span class="stringliteral">&quot;group-&gt;prevST&quot;</span> + destSuffix + <span class="stringliteral">&quot;[&quot;</span> + prevSpikeTimeVarIndex + <span class="stringliteral">&quot;]&quot;</span> + varSuffix + <span class="stringliteral">&quot;)&quot;</span>);</div><div class="line"><a name="l00119"></a><span class="lineno">  119</span>&#160;</div><div class="line"><a name="l00120"></a><span class="lineno">  120</span>&#160;    <span class="comment">// Substitute spike-like-event times</span></div><div class="line"><a name="l00121"></a><span class="lineno">  121</span>&#160;    substitutions.<a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html#ae3ed06630ef19dce975fd16651768c32">addVarSubstitution</a>(<span class="stringliteral">&quot;seT&quot;</span> + sourceSuffix,</div><div class="line"><a name="l00122"></a><span class="lineno">  122</span>&#160;                                     <span class="stringliteral">&quot;(&quot;</span> + delayOffset + varPrefix + <span class="stringliteral">&quot;group-&gt;seT&quot;</span> + destSuffix + <span class="stringliteral">&quot;[&quot;</span> + spikeTimeVarIndex + <span class="stringliteral">&quot;]&quot;</span> + varSuffix + <span class="stringliteral">&quot;)&quot;</span>);</div><div class="line"><a name="l00123"></a><span class="lineno">  123</span>&#160;    substitutions.<a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html#ae3ed06630ef19dce975fd16651768c32">addVarSubstitution</a>(<span class="stringliteral">&quot;prev_seT&quot;</span> + sourceSuffix,</div><div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;                                     <span class="stringliteral">&quot;(&quot;</span> + delayOffset + varPrefix + <span class="stringliteral">&quot;group-&gt;prevSET&quot;</span> + destSuffix + <span class="stringliteral">&quot;[&quot;</span> + prevSpikeTimeVarIndex + <span class="stringliteral">&quot;]&quot;</span> + varSuffix + <span class="stringliteral">&quot;)&quot;</span>);</div><div class="line"><a name="l00125"></a><span class="lineno">  125</span>&#160;</div><div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;    <span class="comment">// Substitute neuron variables</span></div><div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> *nm = archetypeNG-&gt;<a class="code" href="../../d7/d3b/classNeuronGroup.html#a69fb51cd9c6fd422fd0bc9ea19204d7b">getNeuronModel</a>();</div><div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;    <span class="keywordflow">if</span>(useLocalNeuronVars) {</div><div class="line"><a name="l00129"></a><span class="lineno">  129</span>&#160;        substitutions.<a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html#ace9f2d94bf7832f0f538c53d27063540">addVarNameSubstitution</a>(nm-&gt;getVars(), sourceSuffix, <span class="stringliteral">&quot;l&quot;</span>);</div><div class="line"><a name="l00130"></a><span class="lineno">  130</span>&#160;    }</div><div class="line"><a name="l00131"></a><span class="lineno">  131</span>&#160;    <span class="keywordflow">else</span> {</div><div class="line"><a name="l00132"></a><span class="lineno">  132</span>&#160;        <span class="keywordflow">for</span>(<span class="keyword">const</span> <span class="keyword">auto</span> &amp;v : nm-&gt;getVars()) {</div><div class="line"><a name="l00133"></a><span class="lineno">  133</span>&#160;            <span class="keyword">const</span> std::string varIdx = getVarIndexFn(delay &amp;&amp; archetypeNG-&gt;<a class="code" href="../../d7/d3b/classNeuronGroup.html#aea0036098408c4e451602ff91396d426">isVarQueueRequired</a>(v.name),</div><div class="line"><a name="l00134"></a><span class="lineno">  134</span>&#160;                                                     <a class="code" href="../../de/dfb/varAccess_8h.html#a7b3d03425043f62a04d741bc43e58d17">getVarAccessDuplication</a>(v.access));</div><div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;</div><div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;            substitutions.<a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html#ae3ed06630ef19dce975fd16651768c32">addVarSubstitution</a>(v.name + sourceSuffix,</div><div class="line"><a name="l00137"></a><span class="lineno">  137</span>&#160;                                             varPrefix + <span class="stringliteral">&quot;group-&gt;&quot;</span> + v.name + destSuffix + <span class="stringliteral">&quot;[&quot;</span> + varIdx + <span class="stringliteral">&quot;]&quot;</span> + varSuffix);</div><div class="line"><a name="l00138"></a><span class="lineno">  138</span>&#160;        }</div><div class="line"><a name="l00139"></a><span class="lineno">  139</span>&#160;    }</div><div class="line"><a name="l00140"></a><span class="lineno">  140</span>&#160;</div><div class="line"><a name="l00141"></a><span class="lineno">  141</span>&#160;    <span class="comment">// Substitute (potentially heterogeneous) parameters and derived parameters from neuron model</span></div><div class="line"><a name="l00142"></a><span class="lineno">  142</span>&#160;    substitutions.<a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html#a6e00e02a190497748561fed0e4c937b0">addParamValueSubstitution</a>(nm-&gt;getParamNames(), archetypeNG-&gt;<a class="code" href="../../d7/d3b/classNeuronGroup.html#a230ada09fa356b73c897d3999a55bd9c">getParams</a>(), isParamHeterogeneousFn,</div><div class="line"><a name="l00143"></a><span class="lineno">  143</span>&#160;                                            sourceSuffix, <span class="stringliteral">&quot;group-&gt;&quot;</span>, destSuffix);</div><div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160;    substitutions.<a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html#a2f2f923e25cbc9d17819cc4453482dc8">addVarValueSubstitution</a>(nm-&gt;getDerivedParams(), archetypeNG-&gt;<a class="code" href="../../d7/d3b/classNeuronGroup.html#afb126d78de60c93ecb86eee8c8d6cdd5">getDerivedParams</a>(), isDerivedParamHeterogeneousFn,</div><div class="line"><a name="l00145"></a><span class="lineno">  145</span>&#160;                                          sourceSuffix, <span class="stringliteral">&quot;group-&gt;&quot;</span>, destSuffix);</div><div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160;</div><div class="line"><a name="l00147"></a><span class="lineno">  147</span>&#160;    <span class="comment">// Substitute extra global parameters from neuron model</span></div><div class="line"><a name="l00148"></a><span class="lineno">  148</span>&#160;    substitutions.<a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html#ace9f2d94bf7832f0f538c53d27063540">addVarNameSubstitution</a>(nm-&gt;getExtraGlobalParams(), sourceSuffix, <span class="stringliteral">&quot;group-&gt;&quot;</span>, destSuffix);</div><div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160;}</div><div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;</div><div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> G, <span class="keyword">typename</span> K&gt;</div><div class="line"><a name="l00152"></a><span class="lineno"><a class="line" href="../../d0/d02/namespaceCodeGenerator.html#af99d17120b5bfeb01cfcce7ba9c204d2">  152</a></span>&#160;<span class="keywordtype">bool</span> <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#af99d17120b5bfeb01cfcce7ba9c204d2">isKernelSizeHeterogeneous</a>(<span class="keyword">const</span> G *group, <span class="keywordtype">size_t</span> dimensionIndex, K getKernelSizeFn)</div><div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160;{</div><div class="line"><a name="l00154"></a><span class="lineno">  154</span>&#160;    <span class="comment">// Get size of this kernel dimension for archetype</span></div><div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">unsigned</span> archetypeValue = getKernelSizeFn(group-&gt;getArchetype()).at(dimensionIndex);</div><div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160;</div><div class="line"><a name="l00157"></a><span class="lineno">  157</span>&#160;    <span class="comment">// Return true if any of the other groups have a different value</span></div><div class="line"><a name="l00158"></a><span class="lineno">  158</span>&#160;    <span class="keywordflow">return</span> std::any_of(group-&gt;getGroups().cbegin(), group-&gt;getGroups().cend(),</div><div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;                       [archetypeValue, dimensionIndex, getKernelSizeFn]</div><div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;                       (<span class="keyword">const</span> <span class="keyword">typename</span> G::GroupInternal&amp; g)</div><div class="line"><a name="l00161"></a><span class="lineno">  161</span>&#160;                       {</div><div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;                           <span class="keywordflow">return</span> (getKernelSizeFn(g).at(dimensionIndex) != archetypeValue);</div><div class="line"><a name="l00163"></a><span class="lineno">  163</span>&#160;                       });</div><div class="line"><a name="l00164"></a><span class="lineno">  164</span>&#160;}</div><div class="line"><a name="l00165"></a><span class="lineno">  165</span>&#160;</div><div class="line"><a name="l00166"></a><span class="lineno">  166</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> G, <span class="keyword">typename</span> K&gt;</div><div class="line"><a name="l00167"></a><span class="lineno"><a class="line" href="../../d0/d02/namespaceCodeGenerator.html#ac6c86885ef8e0a060ab01d5cbe92eb22">  167</a></span>&#160;std::string <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#ac6c86885ef8e0a060ab01d5cbe92eb22">getKernelSize</a>(<span class="keyword">const</span> G *group, <span class="keywordtype">size_t</span> dimensionIndex, K getKernelSizeFn)</div><div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;{</div><div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;    <span class="comment">// If kernel size if heterogeneous in this dimension, return group structure entry</span></div><div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;    <span class="keywordflow">if</span> (<a class="code" href="../../d0/d02/namespaceCodeGenerator.html#af99d17120b5bfeb01cfcce7ba9c204d2">isKernelSizeHeterogeneous</a>(group, dimensionIndex, getKernelSizeFn)) {</div><div class="line"><a name="l00171"></a><span class="lineno">  171</span>&#160;        <span class="keywordflow">return</span> <span class="stringliteral">&quot;group-&gt;kernelSize&quot;</span> + std::to_string(dimensionIndex);</div><div class="line"><a name="l00172"></a><span class="lineno">  172</span>&#160;    }</div><div class="line"><a name="l00173"></a><span class="lineno">  173</span>&#160;    <span class="comment">// Otherwise, return literal</span></div><div class="line"><a name="l00174"></a><span class="lineno">  174</span>&#160;    <span class="keywordflow">else</span> {</div><div class="line"><a name="l00175"></a><span class="lineno">  175</span>&#160;        <span class="keywordflow">return</span> std::to_string(getKernelSizeFn(group-&gt;getArchetype()).at(dimensionIndex));</div><div class="line"><a name="l00176"></a><span class="lineno">  176</span>&#160;    }</div><div class="line"><a name="l00177"></a><span class="lineno">  177</span>&#160;}</div><div class="line"><a name="l00178"></a><span class="lineno">  178</span>&#160;</div><div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> G, <span class="keyword">typename</span> K&gt;</div><div class="line"><a name="l00180"></a><span class="lineno"><a class="line" href="../../d0/d02/namespaceCodeGenerator.html#a7532af56dc1b14264e81d14039efa1ce">  180</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a7532af56dc1b14264e81d14039efa1ce">genKernelIndex</a>(<span class="keyword">const</span> G *group, std::ostream &amp;os, <span class="keyword">const</span> <a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html">CodeGenerator::Substitutions</a> &amp;subs, </div><div class="line"><a name="l00181"></a><span class="lineno">  181</span>&#160;                    K getKernelSizeFn)</div><div class="line"><a name="l00182"></a><span class="lineno">  182</span>&#160;{</div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;    <span class="comment">// Loop through kernel dimensions to calculate array index</span></div><div class="line"><a name="l00184"></a><span class="lineno">  184</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> &amp;kernelSize = getKernelSizeFn(group-&gt;getArchetype());</div><div class="line"><a name="l00185"></a><span class="lineno">  185</span>&#160;    <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> i = 0; i &lt; kernelSize.size(); i++) {</div><div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;        os &lt;&lt; <span class="stringliteral">&quot;(&quot;</span> &lt;&lt; subs[<span class="stringliteral">&quot;id_kernel_&quot;</span> + std::to_string(i)];</div><div class="line"><a name="l00187"></a><span class="lineno">  187</span>&#160;        <span class="comment">// Loop through remainining dimensions of kernel and multiply</span></div><div class="line"><a name="l00188"></a><span class="lineno">  188</span>&#160;        <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> j = i + 1; j &lt; kernelSize.size(); j++) {</div><div class="line"><a name="l00189"></a><span class="lineno">  189</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot; * &quot;</span> &lt;&lt; <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#ac6c86885ef8e0a060ab01d5cbe92eb22">getKernelSize</a>(group, j, getKernelSizeFn);</div><div class="line"><a name="l00190"></a><span class="lineno">  190</span>&#160;        }</div><div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160;        os &lt;&lt; <span class="stringliteral">&quot;)&quot;</span>;</div><div class="line"><a name="l00192"></a><span class="lineno">  192</span>&#160;</div><div class="line"><a name="l00193"></a><span class="lineno">  193</span>&#160;        <span class="comment">// If this isn&#39;t the last dimension, add +</span></div><div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;        <span class="keywordflow">if</span> (i != (kernelSize.size() - 1)) {</div><div class="line"><a name="l00195"></a><span class="lineno">  195</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot; + &quot;</span>;</div><div class="line"><a name="l00196"></a><span class="lineno">  196</span>&#160;        }</div><div class="line"><a name="l00197"></a><span class="lineno">  197</span>&#160;    }</div><div class="line"><a name="l00198"></a><span class="lineno">  198</span>&#160;}</div><div class="line"><a name="l00199"></a><span class="lineno">  199</span>&#160;}   <span class="comment">// namespace CodeGenerator</span></div><div class="ttc" id="namespaceCodeGenerator_html_a10af4d74175240a715403e6b5f2103cf"><div class="ttname"><a href="../../d0/d02/namespaceCodeGenerator.html#a10af4d74175240a715403e6b5f2103cf">CodeGenerator::checkUnreplacedVariables</a></div><div class="ttdeci">GENN_EXPORT void checkUnreplacedVariables(const std::string &amp;code, const std::string &amp;codeName)</div><div class="ttdoc">This function checks for unknown variable definitions and returns a gennError if any are found...</div><div class="ttdef"><b>Definition:</b> codeGenUtils.cc:512</div></div>
+<a href="../../de/d99/codeGenUtils_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;</div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment">// Standard includes</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="preprocessor">#include &lt;algorithm&gt;</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="preprocessor">#include &lt;set&gt;</span></div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="preprocessor">#include &lt;string&gt;</span></div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="preprocessor">#include &lt;unordered_map&gt;</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="preprocessor">#include &lt;vector&gt;</span></div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="preprocessor">#include &lt;regex&gt;</span></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;</div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="comment">// GeNN includes</span></div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d1/d8e/gennExport_8h.html">gennExport.h</a>&quot;</span></div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d9/d59/gennUtils_8h.html">gennUtils.h</a>&quot;</span></div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d2/dfe/neuronGroupInternal_8h.html">neuronGroupInternal.h</a>&quot;</span></div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d6/d8f/variableMode_8h.html">variableMode.h</a>&quot;</span></div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;</div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;<span class="comment">// GeNN code generator includes</span></div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d9/d67/backendBase_8h.html">backendBase.h</a>&quot;</span></div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d0/dbb/codeStream_8h.html">codeStream.h</a>&quot;</span></div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d9/d7a/substitutions_8h.html">substitutions.h</a>&quot;</span></div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d5/dff/teeStream_8h.html">teeStream.h</a>&quot;</span></div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;</div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;<span class="comment">// CodeGenerator</span></div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;<span class="keyword">namespace </span><a class="code" href="../../d0/d02/namespaceCodeGenerator.html">CodeGenerator</a></div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;{</div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;<span class="comment"></span><span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <span class="keywordtype">void</span> <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#aa4e4834ac812b0cb4663112e4bd49eb2">substitute</a>(std::string &amp;s, <span class="keyword">const</span> std::string &amp;trg, <span class="keyword">const</span> std::string &amp;rep);</div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;</div><div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;<span class="comment"></span><span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <span class="keywordtype">bool</span> <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a80838daf20cefe142f4af7ec2361bfd5">regexVarSubstitute</a>(std::string &amp;s, <span class="keyword">const</span> std::string &amp;trg, <span class="keyword">const</span> std::string &amp;rep);</div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;</div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;<span class="comment"></span><span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <span class="keywordtype">bool</span> <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a6f8f82386dbf754701a2c5968614594f">regexFuncSubstitute</a>(std::string &amp;s, <span class="keyword">const</span> std::string &amp;trg, <span class="keyword">const</span> std::string &amp;rep);</div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;</div><div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;<span class="comment"></span><span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <span class="keywordtype">void</span> <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a7308be23a7721f3913894290bcdd7831">functionSubstitute</a>(std::string &amp;code, <span class="keyword">const</span> std::string &amp;funcName,</div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;                                    <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> numParams, <span class="keyword">const</span> std::string &amp;replaceFuncTemplate);</div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;</div><div class="line"><a name="l00058"></a><span class="lineno"><a class="line" href="../../d0/d02/namespaceCodeGenerator.html#a38f97aa2e801ffd3aedff316b4827b1c">   58</a></span>&#160;<span class="keyword">inline</span> <span class="keywordtype">size_t</span> <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a38f97aa2e801ffd3aedff316b4827b1c">ceilDivide</a>(<span class="keywordtype">size_t</span> numerator, <span class="keywordtype">size_t</span> denominator)</div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;{</div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;    <span class="keywordflow">return</span> ((numerator + denominator - 1) / denominator);</div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;}</div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;</div><div class="line"><a name="l00064"></a><span class="lineno"><a class="line" href="../../d0/d02/namespaceCodeGenerator.html#af83b93cdf22728d8973b5f6dae21b2f6">   64</a></span>&#160;<span class="keyword">inline</span> <span class="keywordtype">size_t</span> <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#af83b93cdf22728d8973b5f6dae21b2f6">padSize</a>(<span class="keywordtype">size_t</span> size, <span class="keywordtype">size_t</span> blockSize)</div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;{</div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a38f97aa2e801ffd3aedff316b4827b1c">ceilDivide</a>(size, blockSize) * blockSize;</div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;}</div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;</div><div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <span class="keywordtype">void</span> <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#adb9c9eba0188cd8842cab77a6e34126f">genTypeRange</a>(<a class="code" href="../../d9/df8/classCodeGenerator_1_1CodeStream.html">CodeStream</a> &amp;os, <span class="keyword">const</span> std::string &amp;precision, <span class="keyword">const</span> std::string &amp;prefix);</div><div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;</div><div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;<span class="comment"></span><span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> std::string <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a22199ae12a7875826210e2f57ee0b1ee">ensureFtype</a>(<span class="keyword">const</span> std::string &amp;oldcode, <span class="keyword">const</span> std::string &amp;type);</div><div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160;</div><div class="line"><a name="l00077"></a><span class="lineno">   77</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00079"></a><span class="lineno">   79</span>&#160;<span class="comment"></span><span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00080"></a><span class="lineno">   80</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> std::string <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a65ba0a2fa4e20300ed3a428937877ad7">getReductionInitialValue</a>(<span class="keyword">const</span> <a class="code" href="../../d3/d15/classCodeGenerator_1_1BackendBase.html">BackendBase</a> &amp;backend, <a class="code" href="../../de/dfb/varAccess_8h.html#ac9af5b5dbabe0b411cc7b2bca48ad72b">VarAccessMode</a> access, <span class="keyword">const</span> std::string &amp;type);</div><div class="line"><a name="l00081"></a><span class="lineno">   81</span>&#160;</div><div class="line"><a name="l00082"></a><span class="lineno">   82</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;<span class="comment"></span><span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> std::string <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a71f64620d1546b7574a2647bdd1b5312">getReductionOperation</a>(<span class="keyword">const</span> std::string &amp;reduction, <span class="keyword">const</span> std::string &amp;value, <a class="code" href="../../de/dfb/varAccess_8h.html#ac9af5b5dbabe0b411cc7b2bca48ad72b">VarAccessMode</a> access, <span class="keyword">const</span> std::string &amp;type);</div><div class="line"><a name="l00086"></a><span class="lineno">   86</span>&#160;</div><div class="line"><a name="l00087"></a><span class="lineno">   87</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;<span class="comment"></span><span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00091"></a><span class="lineno">   91</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> <span class="keywordtype">void</span> <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a10af4d74175240a715403e6b5f2103cf">checkUnreplacedVariables</a>(<span class="keyword">const</span> std::string &amp;code, <span class="keyword">const</span> std::string &amp;codeName);</div><div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;</div><div class="line"><a name="l00093"></a><span class="lineno">   93</span>&#160;<span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;<span class="comment"></span> <span class="comment">//--------------------------------------------------------------------------</span></div><div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;<a class="code" href="../../d1/d8e/gennExport_8h.html#a8224d44517aa3e4a332fbd342364f2e7">GENN_EXPORT</a> std::string <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a6801758a53b6115d848baa595c6bd1d5">disambiguateNamespaceFunction</a>(<span class="keyword">const</span> std::string supportCode, <span class="keyword">const</span> std::string code, std::string namespaceName);</div><div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;</div><div class="line"><a name="l00099"></a><span class="lineno">   99</span>&#160;<span class="comment">//-------------------------------------------------------------------------</span></div><div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;<span class="comment"></span><span class="comment">//-------------------------------------------------------------------------</span></div><div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> P, <span class="keyword">typename</span> D, <span class="keyword">typename</span> V, <span class="keyword">typename</span> S&gt;</div><div class="line"><a name="l00105"></a><span class="lineno"><a class="line" href="../../d0/d02/namespaceCodeGenerator.html#a52d256322f6e1b81e974344c03f93e3d">  105</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a52d256322f6e1b81e974344c03f93e3d">neuronSubstitutionsInSynapticCode</a>(<a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html">CodeGenerator::Substitutions</a> &amp;substitutions, <span class="keyword">const</span> <a class="code" href="../../dc/da3/classNeuronGroupInternal.html">NeuronGroupInternal</a> *archetypeNG, </div><div class="line"><a name="l00106"></a><span class="lineno">  106</span>&#160;                                       <span class="keyword">const</span> std::string &amp;delayOffset, <span class="keyword">const</span> std::string &amp;sourceSuffix, <span class="keyword">const</span> std::string &amp;destSuffix, </div><div class="line"><a name="l00107"></a><span class="lineno">  107</span>&#160;                                       <span class="keyword">const</span> std::string &amp;varPrefix, <span class="keyword">const</span> std::string &amp;varSuffix, <span class="keywordtype">bool</span> useLocalNeuronVars,</div><div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;                                       P isParamHeterogeneousFn, D isDerivedParamHeterogeneousFn, V getVarIndexFn, S getPrevSpikeTimeIndexFn)</div><div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;{</div><div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;</div><div class="line"><a name="l00111"></a><span class="lineno">  111</span>&#160;    <span class="comment">// Substitute spike times</span></div><div class="line"><a name="l00112"></a><span class="lineno">  112</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">bool</span> delay = archetypeNG-&gt;<a class="code" href="../../d7/d3b/classNeuronGroup.html#aaee088799cba1183037c1a412dbf6be6">isDelayRequired</a>();</div><div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;    <span class="keyword">const</span> std::string spikeTimeVarIndex = getVarIndexFn(delay, <a class="code" href="../../de/dfb/varAccess_8h.html#afabbd457a93205e571bff448ec134764a5c57b592f6421079706484abebcab81b">VarAccessDuplication::DUPLICATE</a>);</div><div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160;    <span class="keyword">const</span> std::string prevSpikeTimeVarIndex = getPrevSpikeTimeIndexFn(delay, <a class="code" href="../../de/dfb/varAccess_8h.html#afabbd457a93205e571bff448ec134764a5c57b592f6421079706484abebcab81b">VarAccessDuplication::DUPLICATE</a>);</div><div class="line"><a name="l00115"></a><span class="lineno">  115</span>&#160;    substitutions.<a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html#ae3ed06630ef19dce975fd16651768c32">addVarSubstitution</a>(<span class="stringliteral">&quot;sT&quot;</span> + sourceSuffix,</div><div class="line"><a name="l00116"></a><span class="lineno">  116</span>&#160;                                     <span class="stringliteral">&quot;(&quot;</span> + delayOffset + varPrefix + <span class="stringliteral">&quot;group-&gt;sT&quot;</span> + destSuffix + <span class="stringliteral">&quot;[&quot;</span> + spikeTimeVarIndex + <span class="stringliteral">&quot;]&quot;</span> + varSuffix + <span class="stringliteral">&quot;)&quot;</span>);</div><div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;    substitutions.<a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html#ae3ed06630ef19dce975fd16651768c32">addVarSubstitution</a>(<span class="stringliteral">&quot;prev_sT&quot;</span> + sourceSuffix,</div><div class="line"><a name="l00118"></a><span class="lineno">  118</span>&#160;                                     <span class="stringliteral">&quot;(&quot;</span> + delayOffset + varPrefix + <span class="stringliteral">&quot;group-&gt;prevST&quot;</span> + destSuffix + <span class="stringliteral">&quot;[&quot;</span> + prevSpikeTimeVarIndex + <span class="stringliteral">&quot;]&quot;</span> + varSuffix + <span class="stringliteral">&quot;)&quot;</span>);</div><div class="line"><a name="l00119"></a><span class="lineno">  119</span>&#160;</div><div class="line"><a name="l00120"></a><span class="lineno">  120</span>&#160;    <span class="comment">// Substitute spike-like-event times</span></div><div class="line"><a name="l00121"></a><span class="lineno">  121</span>&#160;    substitutions.<a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html#ae3ed06630ef19dce975fd16651768c32">addVarSubstitution</a>(<span class="stringliteral">&quot;seT&quot;</span> + sourceSuffix,</div><div class="line"><a name="l00122"></a><span class="lineno">  122</span>&#160;                                     <span class="stringliteral">&quot;(&quot;</span> + delayOffset + varPrefix + <span class="stringliteral">&quot;group-&gt;seT&quot;</span> + destSuffix + <span class="stringliteral">&quot;[&quot;</span> + spikeTimeVarIndex + <span class="stringliteral">&quot;]&quot;</span> + varSuffix + <span class="stringliteral">&quot;)&quot;</span>);</div><div class="line"><a name="l00123"></a><span class="lineno">  123</span>&#160;    substitutions.<a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html#ae3ed06630ef19dce975fd16651768c32">addVarSubstitution</a>(<span class="stringliteral">&quot;prev_seT&quot;</span> + sourceSuffix,</div><div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;                                     <span class="stringliteral">&quot;(&quot;</span> + delayOffset + varPrefix + <span class="stringliteral">&quot;group-&gt;prevSET&quot;</span> + destSuffix + <span class="stringliteral">&quot;[&quot;</span> + prevSpikeTimeVarIndex + <span class="stringliteral">&quot;]&quot;</span> + varSuffix + <span class="stringliteral">&quot;)&quot;</span>);</div><div class="line"><a name="l00125"></a><span class="lineno">  125</span>&#160;</div><div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;    <span class="comment">// Substitute neuron variables</span></div><div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> *nm = archetypeNG-&gt;<a class="code" href="../../d7/d3b/classNeuronGroup.html#a69fb51cd9c6fd422fd0bc9ea19204d7b">getNeuronModel</a>();</div><div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;    <span class="keywordflow">if</span>(useLocalNeuronVars) {</div><div class="line"><a name="l00129"></a><span class="lineno">  129</span>&#160;        substitutions.<a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html#ace9f2d94bf7832f0f538c53d27063540">addVarNameSubstitution</a>(nm-&gt;getVars(), sourceSuffix, <span class="stringliteral">&quot;l&quot;</span>);</div><div class="line"><a name="l00130"></a><span class="lineno">  130</span>&#160;    }</div><div class="line"><a name="l00131"></a><span class="lineno">  131</span>&#160;    <span class="keywordflow">else</span> {</div><div class="line"><a name="l00132"></a><span class="lineno">  132</span>&#160;        <span class="keywordflow">for</span>(<span class="keyword">const</span> <span class="keyword">auto</span> &amp;v : nm-&gt;getVars()) {</div><div class="line"><a name="l00133"></a><span class="lineno">  133</span>&#160;            <span class="keyword">const</span> std::string varIdx = getVarIndexFn(delay &amp;&amp; archetypeNG-&gt;<a class="code" href="../../d7/d3b/classNeuronGroup.html#aea0036098408c4e451602ff91396d426">isVarQueueRequired</a>(v.name),</div><div class="line"><a name="l00134"></a><span class="lineno">  134</span>&#160;                                                     <a class="code" href="../../de/dfb/varAccess_8h.html#a7b3d03425043f62a04d741bc43e58d17">getVarAccessDuplication</a>(v.access));</div><div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;</div><div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;            substitutions.<a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html#ae3ed06630ef19dce975fd16651768c32">addVarSubstitution</a>(v.name + sourceSuffix,</div><div class="line"><a name="l00137"></a><span class="lineno">  137</span>&#160;                                             varPrefix + <span class="stringliteral">&quot;group-&gt;&quot;</span> + v.name + destSuffix + <span class="stringliteral">&quot;[&quot;</span> + varIdx + <span class="stringliteral">&quot;]&quot;</span> + varSuffix);</div><div class="line"><a name="l00138"></a><span class="lineno">  138</span>&#160;        }</div><div class="line"><a name="l00139"></a><span class="lineno">  139</span>&#160;    }</div><div class="line"><a name="l00140"></a><span class="lineno">  140</span>&#160;</div><div class="line"><a name="l00141"></a><span class="lineno">  141</span>&#160;    <span class="comment">// Substitute (potentially heterogeneous) parameters and derived parameters from neuron model</span></div><div class="line"><a name="l00142"></a><span class="lineno">  142</span>&#160;    substitutions.<a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html#a6e00e02a190497748561fed0e4c937b0">addParamValueSubstitution</a>(nm-&gt;getParamNames(), archetypeNG-&gt;<a class="code" href="../../d7/d3b/classNeuronGroup.html#a230ada09fa356b73c897d3999a55bd9c">getParams</a>(), isParamHeterogeneousFn,</div><div class="line"><a name="l00143"></a><span class="lineno">  143</span>&#160;                                            sourceSuffix, <span class="stringliteral">&quot;group-&gt;&quot;</span>, destSuffix);</div><div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160;    substitutions.<a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html#a2f2f923e25cbc9d17819cc4453482dc8">addVarValueSubstitution</a>(nm-&gt;getDerivedParams(), archetypeNG-&gt;<a class="code" href="../../d7/d3b/classNeuronGroup.html#afb126d78de60c93ecb86eee8c8d6cdd5">getDerivedParams</a>(), isDerivedParamHeterogeneousFn,</div><div class="line"><a name="l00145"></a><span class="lineno">  145</span>&#160;                                          sourceSuffix, <span class="stringliteral">&quot;group-&gt;&quot;</span>, destSuffix);</div><div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160;</div><div class="line"><a name="l00147"></a><span class="lineno">  147</span>&#160;    <span class="comment">// Substitute extra global parameters from neuron model</span></div><div class="line"><a name="l00148"></a><span class="lineno">  148</span>&#160;    substitutions.<a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html#ace9f2d94bf7832f0f538c53d27063540">addVarNameSubstitution</a>(nm-&gt;getExtraGlobalParams(), sourceSuffix, <span class="stringliteral">&quot;group-&gt;&quot;</span>, destSuffix);</div><div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160;}</div><div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;</div><div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> G, <span class="keyword">typename</span> K&gt;</div><div class="line"><a name="l00152"></a><span class="lineno"><a class="line" href="../../d0/d02/namespaceCodeGenerator.html#af99d17120b5bfeb01cfcce7ba9c204d2">  152</a></span>&#160;<span class="keywordtype">bool</span> <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#af99d17120b5bfeb01cfcce7ba9c204d2">isKernelSizeHeterogeneous</a>(<span class="keyword">const</span> G *group, <span class="keywordtype">size_t</span> dimensionIndex, K getKernelSizeFn)</div><div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160;{</div><div class="line"><a name="l00154"></a><span class="lineno">  154</span>&#160;    <span class="comment">// Get size of this kernel dimension for archetype</span></div><div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">unsigned</span> archetypeValue = getKernelSizeFn(group-&gt;getArchetype()).at(dimensionIndex);</div><div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160;</div><div class="line"><a name="l00157"></a><span class="lineno">  157</span>&#160;    <span class="comment">// Return true if any of the other groups have a different value</span></div><div class="line"><a name="l00158"></a><span class="lineno">  158</span>&#160;    <span class="keywordflow">return</span> std::any_of(group-&gt;getGroups().cbegin(), group-&gt;getGroups().cend(),</div><div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;                       [archetypeValue, dimensionIndex, getKernelSizeFn]</div><div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;                       (<span class="keyword">const</span> <span class="keyword">typename</span> G::GroupInternal&amp; g)</div><div class="line"><a name="l00161"></a><span class="lineno">  161</span>&#160;                       {</div><div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;                           <span class="keywordflow">return</span> (getKernelSizeFn(g).at(dimensionIndex) != archetypeValue);</div><div class="line"><a name="l00163"></a><span class="lineno">  163</span>&#160;                       });</div><div class="line"><a name="l00164"></a><span class="lineno">  164</span>&#160;}</div><div class="line"><a name="l00165"></a><span class="lineno">  165</span>&#160;</div><div class="line"><a name="l00166"></a><span class="lineno">  166</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> G, <span class="keyword">typename</span> K&gt;</div><div class="line"><a name="l00167"></a><span class="lineno"><a class="line" href="../../d0/d02/namespaceCodeGenerator.html#ac6c86885ef8e0a060ab01d5cbe92eb22">  167</a></span>&#160;std::string <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#ac6c86885ef8e0a060ab01d5cbe92eb22">getKernelSize</a>(<span class="keyword">const</span> G *group, <span class="keywordtype">size_t</span> dimensionIndex, K getKernelSizeFn)</div><div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;{</div><div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;    <span class="comment">// If kernel size if heterogeneous in this dimension, return group structure entry</span></div><div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;    <span class="keywordflow">if</span> (<a class="code" href="../../d0/d02/namespaceCodeGenerator.html#af99d17120b5bfeb01cfcce7ba9c204d2">isKernelSizeHeterogeneous</a>(group, dimensionIndex, getKernelSizeFn)) {</div><div class="line"><a name="l00171"></a><span class="lineno">  171</span>&#160;        <span class="keywordflow">return</span> <span class="stringliteral">&quot;group-&gt;kernelSize&quot;</span> + std::to_string(dimensionIndex);</div><div class="line"><a name="l00172"></a><span class="lineno">  172</span>&#160;    }</div><div class="line"><a name="l00173"></a><span class="lineno">  173</span>&#160;    <span class="comment">// Otherwise, return literal</span></div><div class="line"><a name="l00174"></a><span class="lineno">  174</span>&#160;    <span class="keywordflow">else</span> {</div><div class="line"><a name="l00175"></a><span class="lineno">  175</span>&#160;        <span class="keywordflow">return</span> std::to_string(getKernelSizeFn(group-&gt;getArchetype()).at(dimensionIndex));</div><div class="line"><a name="l00176"></a><span class="lineno">  176</span>&#160;    }</div><div class="line"><a name="l00177"></a><span class="lineno">  177</span>&#160;}</div><div class="line"><a name="l00178"></a><span class="lineno">  178</span>&#160;</div><div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> G, <span class="keyword">typename</span> K&gt;</div><div class="line"><a name="l00180"></a><span class="lineno"><a class="line" href="../../d0/d02/namespaceCodeGenerator.html#a7532af56dc1b14264e81d14039efa1ce">  180</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#a7532af56dc1b14264e81d14039efa1ce">genKernelIndex</a>(<span class="keyword">const</span> G *group, std::ostream &amp;os, <span class="keyword">const</span> <a class="code" href="../../de/d22/classCodeGenerator_1_1Substitutions.html">CodeGenerator::Substitutions</a> &amp;subs, </div><div class="line"><a name="l00181"></a><span class="lineno">  181</span>&#160;                    K getKernelSizeFn)</div><div class="line"><a name="l00182"></a><span class="lineno">  182</span>&#160;{</div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;    <span class="comment">// Loop through kernel dimensions to calculate array index</span></div><div class="line"><a name="l00184"></a><span class="lineno">  184</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> &amp;kernelSize = getKernelSizeFn(group-&gt;getArchetype());</div><div class="line"><a name="l00185"></a><span class="lineno">  185</span>&#160;    <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> i = 0; i &lt; kernelSize.size(); i++) {</div><div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;        os &lt;&lt; <span class="stringliteral">&quot;(&quot;</span> &lt;&lt; subs[<span class="stringliteral">&quot;id_kernel_&quot;</span> + std::to_string(i)];</div><div class="line"><a name="l00187"></a><span class="lineno">  187</span>&#160;        <span class="comment">// Loop through remainining dimensions of kernel and multiply</span></div><div class="line"><a name="l00188"></a><span class="lineno">  188</span>&#160;        <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> j = i + 1; j &lt; kernelSize.size(); j++) {</div><div class="line"><a name="l00189"></a><span class="lineno">  189</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot; * &quot;</span> &lt;&lt; <a class="code" href="../../d0/d02/namespaceCodeGenerator.html#ac6c86885ef8e0a060ab01d5cbe92eb22">getKernelSize</a>(group, j, getKernelSizeFn);</div><div class="line"><a name="l00190"></a><span class="lineno">  190</span>&#160;        }</div><div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160;        os &lt;&lt; <span class="stringliteral">&quot;)&quot;</span>;</div><div class="line"><a name="l00192"></a><span class="lineno">  192</span>&#160;</div><div class="line"><a name="l00193"></a><span class="lineno">  193</span>&#160;        <span class="comment">// If this isn&#39;t the last dimension, add +</span></div><div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;        <span class="keywordflow">if</span> (i != (kernelSize.size() - 1)) {</div><div class="line"><a name="l00195"></a><span class="lineno">  195</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot; + &quot;</span>;</div><div class="line"><a name="l00196"></a><span 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+<div class="ttc" id="namespaceCodeGenerator_html_a6801758a53b6115d848baa595c6bd1d5"><div class="ttname"><a href="../../d0/d02/namespaceCodeGenerator.html#a6801758a53b6115d848baa595c6bd1d5">CodeGenerator::disambiguateNamespaceFunction</a></div><div class="ttdeci">GENN_EXPORT std::string disambiguateNamespaceFunction(const std::string supportCode, const std::string code, std::string namespaceName)</div><div class="ttdoc">This function substitutes function names in a code with namespace as prefix of the function name for ...</div><div class="ttdef"><b>Definition:</b> codeGenUtils.cc:533</div></div>
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 <div class="ttc" id="namespaceCodeGenerator_html"><div class="ttname"><a href="../../d0/d02/namespaceCodeGenerator.html">CodeGenerator</a></div><div class="ttdoc">Helper class for generating code - automatically inserts brackets, indents etc. </div><div class="ttdef"><b>Definition:</b> backendBase.h:30</div></div>
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+<div class="ttc" id="namespaceCodeGenerator_html_a65ba0a2fa4e20300ed3a428937877ad7"><div class="ttname"><a href="../../d0/d02/namespaceCodeGenerator.html#a65ba0a2fa4e20300ed3a428937877ad7">CodeGenerator::getReductionInitialValue</a></div><div class="ttdeci">GENN_EXPORT std::string getReductionInitialValue(const BackendBase &amp;backend, VarAccessMode access, const std::string &amp;type)</div><div class="ttdoc">Get the initial value to start reduction operations from. </div><div class="ttdef"><b>Definition:</b> codeGenUtils.cc:470</div></div>
+<div class="ttc" id="namespaceCodeGenerator_html_a71f64620d1546b7574a2647bdd1b5312"><div class="ttname"><a href="../../d0/d02/namespaceCodeGenerator.html#a71f64620d1546b7574a2647bdd1b5312">CodeGenerator::getReductionOperation</a></div><div class="ttdeci">GENN_EXPORT std::string getReductionOperation(const std::string &amp;reduction, const std::string &amp;value, VarAccessMode access, const std::string &amp;type)</div><div class="ttdoc">Generate a reduction operation to reduce value into reduction. </div><div class="ttdef"><b>Definition:</b> codeGenUtils.cc:486</div></div>
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 </div><!-- fragment --></div><!-- contents -->
 </div><!-- doc-content -->
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diff --git a/documentation/4/html/de/da9/classPostsynapticModels_1_1DeltaCurr.html b/documentation/4/html/de/da9/classPostsynapticModels_1_1DeltaCurr.html
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
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diff --git a/documentation/4/html/de/db0/synapseGroup_8h.html b/documentation/4/html/de/db0/synapseGroup_8h.html
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+<div class="ttc" id="classCustomUpdateWU_html_a45ee545d5c8deda64e44135dbd920160"><div class="ttname"><a href="../../db/dd4/classCustomUpdateWU.html#a45ee545d5c8deda64e44135dbd920160">CustomUpdateWU::getSynapseGroup</a></div><div class="ttdeci">const SynapseGroupInternal * getSynapseGroup() const</div><div class="ttdef"><b>Definition:</b> customUpdate.h:282</div></div>
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@@ -118,7 +118,7 @@
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-<div class="ttc" id="classCustomUpdateWUInternal_html"><div class="ttname"><a href="../../da/ddf/classCustomUpdateWUInternal.html">CustomUpdateWUInternal</a></div><div class="ttdef"><b>Definition:</b> customUpdateInternal.h:39</div></div>
+<div class="ttc" id="classCustomUpdateWUInternal_html"><div class="ttname"><a href="../../da/ddf/classCustomUpdateWUInternal.html">CustomUpdateWUInternal</a></div><div class="ttdef"><b>Definition:</b> customUpdateInternal.h:40</div></div>
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@@ -137,7 +137,7 @@
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:58 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:24 for GeNN by
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     <img class="footer" src="../../doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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diff --git a/documentation/4/html/df/d91/classModels_1_1VarReferenceBase.html b/documentation/4/html/df/d91/classModels_1_1VarReferenceBase.html
index e5eac7a706..83b2418cc4 100644
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    <div id="projectname">GeNN
-   &#160;<span id="projectnumber">4.8.0</span>
+   &#160;<span id="projectnumber">4.8.1</span>
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 </table><table class="memberdecls">
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+<tr class="memitem:ae05ea542244a506d555a83a7cca05f17"><td class="memItemLeft" align="right" valign="top">typedef std::function&lt; bool(void)&gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../df/d91/classModels_1_1VarReferenceBase.html#ae05ea542244a506d555a83a7cca05f17">IsBatchedFn</a></td></tr>
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 </table><table class="memberdecls">
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+<tr class="separator:ad0c0adde5cba209f14957c40228d98ef"><td class="memSeparator" colspan="2">&#160;</td></tr>
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+<h2 class="memtitle"><span class="permalink"><a href="#ae05ea542244a506d555a83a7cca05f17">&#9670;&nbsp;</a></span>IsBatchedFn</h2>
+
+<div class="memitem">
+<div class="memproto">
+<table class="mlabels">
+  <tr>
+  <td class="mlabels-left">
+      <table class="memname">
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+        </tr>
+      </table>
+  </td>
+  <td class="mlabels-right">
+<span class="mlabels"><span class="mlabel">protected</span></span>  </td>
+  </tr>
+</table>
+</div><div class="memdoc">
+
 </div>
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-<a id="a66a02d4326878b7e4abb2e594d68fad4"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#a66a02d4326878b7e4abb2e594d68fad4">&#9670;&nbsp;</a></span>VarReferenceBase()</h2>
+<a id="ad0c0adde5cba209f14957c40228d98ef"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#ad0c0adde5cba209f14957c40228d98ef">&#9670;&nbsp;</a></span>VarReferenceBase()</h2>
 
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-          <td class="paramname"><em>getTargetName</em>&#160;</td>
+          <td class="paramname"><em>getTargetName</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype"><a class="el" href="../../df/d91/classModels_1_1VarReferenceBase.html#ae05ea542244a506d555a83a7cca05f17">IsBatchedFn</a>&#160;</td>
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+
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+  <tr>
+  <td class="mlabels-left">
+      <table class="memname">
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+          <td class="memname">bool Models::VarReferenceBase::isBatched </td>
+          <td>(</td>
+          <td class="paramname"></td><td>)</td>
+          <td> const</td>
+        </tr>
+      </table>
+  </td>
+  <td class="mlabels-right">
+<span class="mlabels"><span class="mlabel">inline</span></span>  </td>
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
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     <img class="footer" src="../../doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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diff --git a/documentation/4/html/df/d91/classModels_1_1VarReferenceBase.js b/documentation/4/html/df/d91/classModels_1_1VarReferenceBase.js
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--- a/documentation/4/html/df/d91/classModels_1_1VarReferenceBase.js
+++ b/documentation/4/html/df/d91/classModels_1_1VarReferenceBase.js
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-    [ "VarReferenceBase", "df/d91/classModels_1_1VarReferenceBase.html#a66a02d4326878b7e4abb2e594d68fad4", null ],
+    [ "IsBatchedFn", "df/d91/classModels_1_1VarReferenceBase.html#ae05ea542244a506d555a83a7cca05f17", null ],
+    [ "VarReferenceBase", "df/d91/classModels_1_1VarReferenceBase.html#ad0c0adde5cba209f14957c40228d98ef", null ],
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-    [ "getVarIndex", "df/d91/classModels_1_1VarReferenceBase.html#a704fd04cefff717a39d9099be2cb0fd7", null ]
+    [ "getVarIndex", "df/d91/classModels_1_1VarReferenceBase.html#a704fd04cefff717a39d9099be2cb0fd7", null ],
+    [ "isBatched", "df/d91/classModels_1_1VarReferenceBase.html#a5fe09beccf92ce528487c141b64adfe2", null ]
 ];
\ No newline at end of file
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    <div id="projectname">GeNN
-   &#160;<span id="projectnumber">4.8.0</span>
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 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
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-    <li class="footer">Generated on Mon Oct 31 2022 12:08:59 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:25 for GeNN by
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-<div class="textblock"><h1>Release Notes for GeNN 4.8.0 </h1>
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+<p>This release fixes a number of issues found in the 4.8.0 release and also includes some optimisation which could be very beneficial for some classes of model.</p>
+<h2>Bug fixes </h2>
+<ol type="1">
+<li>Fixed bug relating to merging populations with variable references pointing to variables with different access duplication modes.</li>
+<li>Fixed infinite loop that could occur in code generator if a bracket was missed calling a GeNN function in a code snippet.</li>
+<li>Fixed bug that meant batched models which required previous spike times failed to compile.</li>
+<li>Fixed bug with DLL-searching logic on Windows which meant CUDA backend failed to load on some systems.</li>
+<li>Fixed a number of corner cases in the handling of <a class="el" href="../../de/dfb/varAccess_8h.html#afabbd457a93205e571bff448ec134764ab7fd9fc8f33b14088492410047d1a241" title="This variable should be shared between batches. ">VarAccessDuplication::SHARED_NEURON</a> variables.</li>
+</ol>
+<h2>Optimisations </h2>
+<ol type="1">
+<li>When building models with large numbers of populations using the CUDA backend, compile times could be very large. This was at least in part due to over-verbose error handling code being generated. <a class="el" href="../../da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#ab293678120fd5f7d042ff044897c47a3">CodeGenerator::CUDA::Preferences::generateSimpleErrorHandling</a> enables the generation of much more minimal error-handling code and can speed up compilation by up to 10x.</li>
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+</ol>
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 <p>This release adds a number of significant new features to GeNN as well as including a number of bug fixes that have been identified since the 4.7.1 release.</p>
 <h2>User Side Changes </h2>
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 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
   <ul>
-    <li class="footer">Generated on Mon Oct 31 2022 12:09:11 for GeNN by
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     <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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index 826954fec7..b94d592eea 100644
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 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
   <ul>
-    <li class="footer">Generated on Mon Oct 31 2022 12:09:11 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:47 for GeNN by
     <a href="http://www.doxygen.org/index.html">
     <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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index 2e14f798c4..42d3355e8a 100644
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@@ -42,7 +42,7 @@
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 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
   <ul>
-    <li class="footer">Generated on Mon Oct 31 2022 12:09:11 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:47 for GeNN by
     <a href="http://www.doxygen.org/index.html">
     <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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diff --git a/documentation/4/html/functions_func_t.html b/documentation/4/html/functions_func_t.html
index 559182354a..374bf2d604 100644
--- a/documentation/4/html/functions_func_t.html
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@@ -42,7 +42,7 @@
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 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
   <ul>
-    <li class="footer">Generated on Mon Oct 31 2022 12:09:11 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:47 for GeNN by
     <a href="http://www.doxygen.org/index.html">
     <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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diff --git a/documentation/4/html/functions_func_u.html b/documentation/4/html/functions_func_u.html
index 20078ade58..2d5e57da2d 100644
--- a/documentation/4/html/functions_func_u.html
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@@ -42,7 +42,7 @@
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   <td style="padding-left: 3.5em; padding-bottom: 0.5em;">
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 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
   <ul>
-    <li class="footer">Generated on Mon Oct 31 2022 12:09:11 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:47 for GeNN by
     <a href="http://www.doxygen.org/index.html">
     <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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diff --git a/documentation/4/html/functions_func_v.html b/documentation/4/html/functions_func_v.html
index 01767c2444..7ac6e83418 100644
--- a/documentation/4/html/functions_func_v.html
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@@ -42,7 +42,7 @@
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+: <a class="el" href="df/d91/classModels_1_1VarReferenceBase.html#ad0c0adde5cba209f14957c40228d98ef">Models::VarReferenceBase</a>
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 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
   <ul>
-    <li class="footer">Generated on Mon Oct 31 2022 12:09:11 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:47 for GeNN by
     <a href="http://www.doxygen.org/index.html">
     <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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diff --git a/documentation/4/html/functions_func_w.html b/documentation/4/html/functions_func_w.html
index 541822932d..64ddaf7b60 100644
--- a/documentation/4/html/functions_func_w.html
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@@ -42,7 +42,7 @@
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   <td style="padding-left: 3.5em; padding-bottom: 0.5em;">
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 <!-- start footer part -->
 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
   <ul>
-    <li class="footer">Generated on Mon Oct 31 2022 12:09:11 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:47 for GeNN by
     <a href="http://www.doxygen.org/index.html">
     <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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diff --git a/documentation/4/html/functions_func_z.html b/documentation/4/html/functions_func_z.html
index bd44fd35a2..a9e73c05b2 100644
--- a/documentation/4/html/functions_func_z.html
+++ b/documentation/4/html/functions_func_z.html
@@ -42,7 +42,7 @@
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   <td style="padding-left: 3.5em; padding-bottom: 0.5em;">
    <div id="projectname">GeNN
-   &#160;<span id="projectnumber">4.8.0</span>
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 <!-- start footer part -->
 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
   <ul>
-    <li class="footer">Generated on Mon Oct 31 2022 12:09:11 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:47 for GeNN by
     <a href="http://www.doxygen.org/index.html">
     <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
   </ul>
diff --git a/documentation/4/html/functions_g.html b/documentation/4/html/functions_g.html
index d09e996105..ea5e32e4bd 100644
--- a/documentation/4/html/functions_g.html
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@@ -42,7 +42,7 @@
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   <td style="padding-left: 3.5em; padding-bottom: 0.5em;">
    <div id="projectname">GeNN
-   &#160;<span id="projectnumber">4.8.0</span>
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 </li>
+<li>generateSimpleErrorHandling
+: <a class="el" href="da/dae/structCodeGenerator_1_1CUDA_1_1Preferences.html#ab293678120fd5f7d042ff044897c47a3">CodeGenerator::CUDA::Preferences</a>
+</li>
 <li>generateSparseColumnInit()
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+: <a class="el" href="dc/d09/classSpineMLSimulator_1_1ModelProperty_1_1Base.html#a8808b5ab96d3e42f25ad0120efeffd11">SpineMLSimulator::ModelProperty::Base</a>
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+: <a class="el" href="d7/d78/classCodeGenerator_1_1SynapseGroupMergedBase.html#a148fb6f73ffe2d9eb040228ff3c17edc">CodeGenerator::SynapseGroupMergedBase</a>
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-: <a class="el" href="d3/d15/classCodeGenerator_1_1BackendBase.html#ab379bb2bc28f018100bfbde65fda327b">CodeGenerator::BackendBase</a>
+: <a class="el" href="d3/d15/classCodeGenerator_1_1BackendBase.html#ae2b7d92e8d40e28f22bcba155114496b">CodeGenerator::BackendBase</a>
 </li>
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+: <a class="el" href="d7/d78/classCodeGenerator_1_1SynapseGroupMergedBase.html#ab7451734c86ba7e38fb5454c8c5be5c5">CodeGenerator::SynapseGroupMergedBase</a>
 , <a class="el" href="d2/d05/classWeightUpdateModels_1_1Base.html#add432f1a452d82183e0574d1fe171f75">WeightUpdateModels::Base</a>
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 <li>getSparseConnectivityExtraGlobalParamLocation()
-: <a class="el" href="dc/dfa/classSynapseGroup.html#a1677a4308ef9b902970033c93d42e9a9">SynapseGroup</a>
+: <a class="el" href="dc/dfa/classSynapseGroup.html#a66b8a41dab082aae12e7664c673dfabf">SynapseGroup</a>
 </li>
 <li>getSparseConnectivityLocation()
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 </li>
 <li>getSrcNeuronGroup()
-: <a class="el" href="dc/dfa/classSynapseGroup.html#a40f0d1eae3b977f1f41dd1d4f1da0565">SynapseGroup</a>
+: <a class="el" href="dc/dfa/classSynapseGroup.html#a96d91075d474de8c87b63988715c920d">SynapseGroup</a>
 </li>
 <li>getStateVarBegin()
 : <a class="el" href="d2/d8b/classSpineMLSimulator_1_1LogOutput_1_1AnalogueBase.html#a5dcebe3cc21e3aac34d19600cf03f44e">SpineMLSimulator::LogOutput::AnalogueBase</a>
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-, <a class="el" href="dc/dfa/classSynapseGroup.html#a4d1d61a12436e603e6443b4d6d788a00">SynapseGroup</a>
+, <a class="el" href="dc/dfa/classSynapseGroup.html#a6719d7b41b650ef308b36e6603839542">SynapseGroup</a>
 </li>
 <li>getUpdateCode()
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@@ -1738,8 +1741,8 @@ <h3><a id="index_g"></a>- g -</h3><ul>
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 </li>
 <li>getVarLocation()
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-, <a class="el" href="da/da9/classCustomUpdateBase.html#a6fda4b8c6e6e93496f58ccb837dfcf95">CustomUpdateBase</a>
+: <a class="el" href="d1/d48/classCurrentSource.html#a0b5061240ea86ae09f52bf128b158aed">CurrentSource</a>
+, <a class="el" href="da/da9/classCustomUpdateBase.html#a33214cfbb70918d02dfc288037f6a2b8">CustomUpdateBase</a>
 , <a class="el" href="d7/d3b/classNeuronGroup.html#adcbb2b02e02286d4206e94bc3905883b">NeuronGroup</a>
 </li>
 <li>getVarLocationHashDigest()
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 </li>
 <li>getWUPostVarLocation()
-: <a class="el" href="dc/dfa/classSynapseGroup.html#a09c5025c7b424c52350abce5661d0721">SynapseGroup</a>
+: <a class="el" href="dc/dfa/classSynapseGroup.html#a614ee94c1475d536f2b22057140bdccd">SynapseGroup</a>
 </li>
 <li>getWUPreFuseHashDigest()
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@@ -1833,7 +1836,7 @@ <h3><a id="index_g"></a>- g -</h3><ul>
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 </li>
 <li>getWUPreVarLocation()
-: <a class="el" href="dc/dfa/classSynapseGroup.html#ae89e853febe50d5c78fce67a9c8a502c">SynapseGroup</a>
+: <a class="el" href="dc/dfa/classSynapseGroup.html#ad490eebd29a779d3abd26b87b1f97179">SynapseGroup</a>
 </li>
 <li>getWUVarInitialisers()
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@@ -1870,7 +1873,7 @@ <h3><a id="index_g"></a>- g -</h3><ul>
 <!-- start footer part -->
 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
   <ul>
-    <li class="footer">Generated on Mon Oct 31 2022 12:09:11 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:47 for GeNN by
     <a href="http://www.doxygen.org/index.html">
     <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
   </ul>
diff --git a/documentation/4/html/functions_h.html b/documentation/4/html/functions_h.html
index 9cb4933529..29cfb3ea25 100644
--- a/documentation/4/html/functions_h.html
+++ b/documentation/4/html/functions_h.html
@@ -42,7 +42,7 @@
   <td style="padding-left: 0.5em; padding-bottom: 0.5em;" id="projectlogo"><img alt="Logo" src="GeNN-logo-55px.gif"/></td>
   <td style="padding-left: 3.5em; padding-bottom: 0.5em;">
    <div id="projectname">GeNN
-   &#160;<span id="projectnumber">4.8.0</span>
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    <div id="projectbrief">GPU enhanced Neuronal Networks (GeNN)</div>
   </td>
@@ -137,7 +137,7 @@ <h3><a id="index_h"></a>- h -</h3><ul>
 <!-- start footer part -->
 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
   <ul>
-    <li class="footer">Generated on Mon Oct 31 2022 12:09:11 for GeNN by
+    <li class="footer">Generated on Fri Apr 21 2023 16:20:47 for GeNN by
     <a href="http://www.doxygen.org/index.html">
     <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
   </ul>
diff --git a/documentation/4/html/functions_i.html b/documentation/4/html/functions_i.html
index b0f2199775..3ed4cc5c46 100644
--- a/documentation/4/html/functions_i.html
+++ b/documentation/4/html/functions_i.html
@@ -42,7 +42,7 @@
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   <td style="padding-left: 3.5em; padding-bottom: 0.5em;">
    <div id="projectname">GeNN
-   &#160;<span id="projectnumber">4.8.0</span>
+   &#160;<span id="projectnumber">4.8.1</span>
    </div>
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+</li>
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-    <li class="footer">Generated on Mon Oct 31 2022 12:09:11 for GeNN by
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-    <li class="footer">Generated on Mon Oct 31 2022 12:09:11 for GeNN by
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-    <li class="footer">Generated on Mon Oct 31 2022 12:09:11 for GeNN by
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-    <li class="footer">Generated on Mon Oct 31 2022 12:09:11 for GeNN by
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