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Class ILNeuralNetwork.TILNeuralNetworkBackpropTrain - Revision history
2024-03-29T06:07:27Z
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David Alm: Automated Syncronization with Documentation
2013-06-26T00:32:09Z
<p>Automated Syncronization with Documentation</p>
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<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>=== C# (.NET): ===</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>=== C# (.NET): ===</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div><code></div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div><code></div></td></tr>
<tr><td class='diff-marker'>−</td><td style="background: #ffa; color:black; font-size: smaller;"><div>'''public ref class''' <del class="diffchange diffchange-inline">TILNeuralNetworkBackpropTrain </del>: [[Class ILNeuralNetwork.TILNeuralNetworkTrain|Mitov.IntelligenceLab.NeuralNetworkTrain]]</div></td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div>'''public ref class''' <ins class="diffchange diffchange-inline">NeuralNetworkBackpropTrain </ins>: [[Class ILNeuralNetwork.TILNeuralNetworkTrain|Mitov.IntelligenceLab.NeuralNetworkTrain]]</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div></code></div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div></code></div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>== Summary ==</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>== Summary ==</div></td></tr>
</table>
David Alm
http://www.mitov.com/wiki/index.php?title=Class_ILNeuralNetwork.TILNeuralNetworkBackpropTrain&diff=47638&oldid=prev
David Alm: Automated Syncronization with Documentation
2013-06-26T00:12:23Z
<p>Automated Syncronization with Documentation</p>
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<td colspan='1' style="background-color: white; color:black;">Revision as of 00:12, 26 June 2013</td>
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David Alm
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David Alm: Automated Syncronization with Documentation
2013-06-25T23:54:19Z
<p>Automated Syncronization with Documentation</p>
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<td colspan='1' style="background-color: white; color:black;">Revision as of 23:54, 25 June 2013</td>
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David Alm
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David Alm: Automated Syncronization with Documentation
2013-06-11T02:46:12Z
<p>Automated Syncronization with Documentation</p>
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<td colspan='1' style="background-color: white; color:black;">Revision as of 02:46, 11 June 2013</td>
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David Alm
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David Alm: Automated Syncronization with Documentation
2013-06-11T00:17:56Z
<p>Automated Syncronization with Documentation</p>
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<td colspan='1' style="background-color: white; color:black;">Revision as of 00:17, 11 June 2013</td>
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David Alm: Automated Syncronization with Documentation
2013-06-11T00:07:42Z
<p>Automated Syncronization with Documentation</p>
<table style="background-color: white; color:black;">
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<td colspan='1' style="background-color: white; color:black;">← Older revision</td>
<td colspan='1' style="background-color: white; color:black;">Revision as of 00:07, 11 June 2013</td>
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David Alm: Automated Syncronization with Documentation
2013-06-10T20:30:39Z
<p>Automated Syncronization with Documentation</p>
<table style="background-color: white; color:black;">
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<td colspan='2' style="background-color: white; color:black;">Revision as of 20:30, 10 June 2013</td>
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<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>To use the component set the Neural Network to be trained in</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>To use the component set the Neural Network to be trained in</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>the NeuralNetwork property.</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>the NeuralNetwork property.</div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;"></ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;"></ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;"></ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;"><b>Diagram:</b></ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;"></ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">[[Image:ILNeuralNetworkBackpropTrain_Preview.png]]</ins></div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>== Properties ==</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>== Properties ==</div></td></tr>
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<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>*[[Property ILNeuralNetwork.TILNeuralNetworkTrain.TerminationCriteria|TerminationCriteria]] - Criteria for terminating the training.  </div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>*[[Property ILNeuralNetwork.TILNeuralNetworkTrain.TerminationCriteria|TerminationCriteria]] - Criteria for terminating the training.  </div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>*[[Property ILNeuralNetwork.TILNeuralNetworkTrain.NormalizeTrainingWeights|NormalizeTrainingWeights]] - Specifies if the weights should be normalized.  </div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>*[[Property ILNeuralNetwork.TILNeuralNetworkTrain.NormalizeTrainingWeights|NormalizeTrainingWeights]] - Specifies if the weights should be normalized.  </div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">*[[Property ILNeuralNetwork.TILNeuralNetworkTrain.ScaleInputs|ScaleInputs]] - Scales the inputs before the training. </ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">*[[Property ILNeuralNetwork.TILNeuralNetworkTrain.ScaleOutputs|ScaleOutputs]] - Scales the outputs before the training. </ins></div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>== Methods ==</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>== Methods ==</div></td></tr>
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<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>=== Public ===</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>=== Public ===</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>*[[Method function ILNeuralNetwork.TILNeuralNetworkTrain.Train(IILTrainingDataArray) : Integer|function Train(AData : IILTrainingDataArray) : Integer]] - Trains the connected neural network.  </div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>*[[Method function ILNeuralNetwork.TILNeuralNetworkTrain.Train(IILTrainingDataArray) : Integer|function Train(AData : IILTrainingDataArray) : Integer]] - Trains the connected neural network.  </div></td></tr>
<tr><td class='diff-marker'>−</td><td style="background: #ffa; color:black; font-size: smaller;"><div>*[[Method function ILNeuralNetwork.TILNeuralNetworkTrain.Train(<del class="diffchange diffchange-inline">array</del>;<del class="diffchange diffchange-inline">array</del>) : Integer|function Train(ATraingFeatures : <del class="diffchange diffchange-inline">array</del>; AResposes : <del class="diffchange diffchange-inline">array</del>) : Integer]]</div></td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div>*[[Method function ILNeuralNetwork.TILNeuralNetworkTrain.Train(<ins class="diffchange diffchange-inline">ISLRealBuffer</ins>;<ins class="diffchange diffchange-inline">ISLRealBuffer</ins>) : Integer|function Train(ATraingFeatures : <ins class="diffchange diffchange-inline">ISLRealBuffer</ins>; AResposes : <ins class="diffchange diffchange-inline">ISLRealBuffer</ins>) : Integer]]</div></td></tr>
<tr><td class='diff-marker'>−</td><td style="background: #ffa; color:black; font-size: smaller;"><div>*[[Method function ILNeuralNetwork.TILNeuralNetworkTrain.Train(<del class="diffchange diffchange-inline">array</del>;<del class="diffchange diffchange-inline">array</del>;<del class="diffchange diffchange-inline">array</del>) : Integer|function Train(ATraingFeatures : <del class="diffchange diffchange-inline">array</del>; AResposes : <del class="diffchange diffchange-inline">array</del>; AWeights : <del class="diffchange diffchange-inline">array</del>) : Integer]]</div></td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div>*[[Method function ILNeuralNetwork.TILNeuralNetworkTrain.Train(<ins class="diffchange diffchange-inline">ISLRealBuffer</ins>;<ins class="diffchange diffchange-inline">ISLRealBuffer</ins>;<ins class="diffchange diffchange-inline">Real</ins>) : Integer|function Train(ATraingFeatures : <ins class="diffchange diffchange-inline">ISLRealBuffer</ins>; AResposes : <ins class="diffchange diffchange-inline">ISLRealBuffer</ins>; AWeights : <ins class="diffchange diffchange-inline">Real</ins>) : Integer]]</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>*[[Method function ILNeuralNetwork.TILNeuralNetworkTrain.Train(ISLRealBufferArray;ISLRealBufferArray) : Integer|function Train(ATraingFeatures : ISLRealBufferArray; AResposes : ISLRealBufferArray) : Integer]] - Trains the connected neural network.  </div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>*[[Method function ILNeuralNetwork.TILNeuralNetworkTrain.Train(ISLRealBufferArray;ISLRealBufferArray) : Integer|function Train(ATraingFeatures : ISLRealBufferArray; AResposes : ISLRealBufferArray) : Integer]] - Trains the connected neural network.  </div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>*[[Method function ILNeuralNetwork.TILNeuralNetworkTrain.Train(ISLRealBufferArray;ISLRealBufferArray;ISLRealBuffer) : Integer|function Train(ATraingFeatures : ISLRealBufferArray; AResposes : ISLRealBufferArray; AWeights : ISLRealBuffer) : Integer]] - Trains the connected neural network.  </div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>*[[Method function ILNeuralNetwork.TILNeuralNetworkTrain.Train(ISLRealBufferArray;ISLRealBufferArray;ISLRealBuffer) : Integer|function Train(ATraingFeatures : ISLRealBufferArray; AResposes : ISLRealBufferArray; AWeights : ISLRealBuffer) : Integer]] - Trains the connected neural network.  </div></td></tr>
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<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>== Events ==</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>== Events ==</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>*[[Event ILNeuralNetwork.TILNeuralNetworkTrain.OnProgress|OnProgress]] - Training progress notification event.  </div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>*[[Event ILNeuralNetwork.TILNeuralNetworkTrain.OnProgress|OnProgress]] - Training progress notification event.  </div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">*[[Event ILNeuralNetwork.TILNeuralNetworkTrain.OnError|OnError]] - Occurs on training error. </ins></div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>[[Category:Components]][[Category:Classes]]</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>[[Category:Components]][[Category:Classes]]</div></td></tr>
</table>
David Alm
http://www.mitov.com/wiki/index.php?title=Class_ILNeuralNetwork.TILNeuralNetworkBackpropTrain&diff=12974&oldid=prev
David Alm: Automated Syncronization with Documentation
2012-10-18T17:20:17Z
<p>Automated Syncronization with Documentation</p>
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<td colspan='2' style="background-color: white; color:black;">Revision as of 17:20, 18 October 2012</td>
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<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>=== Public ===</div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>=== Public ===</div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">*[[Method function ILNeuralNetwork.TILNeuralNetworkTrain.Train(IILTrainingDataArray) : Integer|function Train(AData : IILTrainingDataArray) : Integer]] - Trains the connected neural network. </ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">*[[Method function ILNeuralNetwork.TILNeuralNetworkTrain.Train(array;array) : Integer|function Train(ATraingFeatures : array; AResposes : array) : Integer]]</ins></div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">*[[Method function ILNeuralNetwork.TILNeuralNetworkTrain.Train(array;array;array) : Integer|function Train(ATraingFeatures : array; AResposes : array; AWeights : array) : Integer]]</ins></div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>*[[Method function ILNeuralNetwork.TILNeuralNetworkTrain.Train(ISLRealBufferArray;ISLRealBufferArray) : Integer|function Train(ATraingFeatures : ISLRealBufferArray; AResposes : ISLRealBufferArray) : Integer]] - Trains the connected neural network.  </div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>*[[Method function ILNeuralNetwork.TILNeuralNetworkTrain.Train(ISLRealBufferArray;ISLRealBufferArray) : Integer|function Train(ATraingFeatures : ISLRealBufferArray; AResposes : ISLRealBufferArray) : Integer]] - Trains the connected neural network.  </div></td></tr>
<tr><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>*[[Method function ILNeuralNetwork.TILNeuralNetworkTrain.Train(ISLRealBufferArray;ISLRealBufferArray;ISLRealBuffer) : Integer|function Train(ATraingFeatures : ISLRealBufferArray; AResposes : ISLRealBufferArray; AWeights : ISLRealBuffer) : Integer]] - Trains the connected neural network.  </div></td><td class='diff-marker'> </td><td style="background: #eee; color:black; font-size: smaller;"><div>*[[Method function ILNeuralNetwork.TILNeuralNetworkTrain.Train(ISLRealBufferArray;ISLRealBufferArray;ISLRealBuffer) : Integer|function Train(ATraingFeatures : ISLRealBufferArray; AResposes : ISLRealBufferArray; AWeights : ISLRealBuffer) : Integer]] - Trains the connected neural network.  </div></td></tr>
</table>
David Alm
http://www.mitov.com/wiki/index.php?title=Class_ILNeuralNetwork.TILNeuralNetworkBackpropTrain&diff=8831&oldid=prev
David Alm: Automated Syncronization with Documentation
2011-11-22T00:27:48Z
<p>Automated Syncronization with Documentation</p>
<p><b>New page</b></p><div><b><span style="color:red"><br />
This is a Beta Read Only version of this page. <br />
Please review and send recommendations to [mailto:mitov@mitov.com mitov@mitov.com]. <br />
We will enable the editing as soon as we are happy with the overall Wiki site.<br />
</span></b><br />
<br />
[[Image:BIGILNeuralNetworkBackpropTrain.gif]] [[Image:ILNeuralNetworkBackpropTrain.gif]] [[Image:NETILNeuralNetworkBackpropTrain.gif]]<br />
<br />
'''Package:''' [[Package IntelligenceLabPkg|IntelligenceLabPkg]]<br />
<br />
'''Unit:''' [[Unit ILNeuralNetwork|ILNeuralNetwork]]<br />
<br />
'''Inherits:''' [[Class ILNeuralNetwork.TILNeuralNetworkTrain|TILNeuralNetworkTrain]]<br />
<br />
== Syntax ==<br />
=== Delphi: ===<br />
<code><br />
'''type''' TILNeuralNetworkBackpropTrain = '''class'''( [[Class ILNeuralNetwork.TILNeuralNetworkTrain|TILNeuralNetworkTrain]] )<br />
</code><br />
=== C++ Builder: ===<br />
<code><br />
'''class''' TILNeuralNetworkBackpropTrain : '''public''' [[Class ILNeuralNetwork.TILNeuralNetworkTrain|TILNeuralNetworkTrain]]<br />
</code><br />
=== Visual C++ (MFC): ===<br />
<code><br />
'''class''' CTILNeuralNetworkBackpropTrain : '''public''' [[Class ILNeuralNetwork.TILNeuralNetworkTrain|CTILNeuralNetworkTrain]]<br />
</code><br />
=== C# (.NET): ===<br />
<code><br />
'''public ref class''' TILNeuralNetworkBackpropTrain : [[Class ILNeuralNetwork.TILNeuralNetworkTrain|Mitov.IntelligenceLab.NeuralNetworkTrain]]<br />
</code><br />
== Summary ==<br />
Trains neural networks using Backprop algorithm. <br />
<br />
== Description ==<br />
This component is designed to train neural networks using<br />
Backprop algorithm.<br />
<br />
To use the component set the Neural Network to be trained in<br />
the NeuralNetwork property.<br />
<br />
== Properties ==<br />
<br />
=== Published ===<br />
*[[Property ILNeuralNetwork.TILNeuralNetworkBackpropTrain.Weights|Weights]] - Specifies the training weights. <br />
<br />
== From [[Class ILNeuralNetwork.TILNeuralNetworkTrain|TILNeuralNetworkTrain]] ==<br />
<br />
== Properties ==<br />
<br />
=== Published ===<br />
*[[Property ILNeuralNetwork.TILNeuralNetworkTrain.NeuralNetwork|NeuralNetwork]] - Specifies the Neural Network component to be trained. <br />
*[[Property ILNeuralNetwork.TILNeuralNetworkTrain.TerminationCriteria|TerminationCriteria]] - Criteria for terminating the training. <br />
*[[Property ILNeuralNetwork.TILNeuralNetworkTrain.NormalizeTrainingWeights|NormalizeTrainingWeights]] - Specifies if the weights should be normalized. <br />
<br />
== Methods ==<br />
<br />
=== Public ===<br />
*[[Method function ILNeuralNetwork.TILNeuralNetworkTrain.Train(ISLRealBufferArray;ISLRealBufferArray) : Integer|function Train(ATraingFeatures : ISLRealBufferArray; AResposes : ISLRealBufferArray) : Integer]] - Trains the connected neural network. <br />
*[[Method function ILNeuralNetwork.TILNeuralNetworkTrain.Train(ISLRealBufferArray;ISLRealBufferArray;ISLRealBuffer) : Integer|function Train(ATraingFeatures : ISLRealBufferArray; AResposes : ISLRealBufferArray; AWeights : ISLRealBuffer) : Integer]] - Trains the connected neural network. <br />
<br />
== Pins ==<br />
*[[Pin ILNeuralNetwork.TILNeuralNetworkTrain.InputPin|InputPin]] - The training data input pin of the component. <br />
*[[Pin ILNeuralNetwork.TILNeuralNetworkTrain.ProgressPin|ProgressPin]] - The Training Progress Pin. <br />
<br />
== Events ==<br />
*[[Event ILNeuralNetwork.TILNeuralNetworkTrain.OnProgress|OnProgress]] - Training progress notification event. <br />
<br />
[[Category:Components]][[Category:Classes]]</div>
David Alm