/// <summary>
///
/// </summary>
#endregion
#region Main function
public NNTrainPatterns(NeuralNetwork neuronNet, MnistDatabase trainingSet, Preferences preferences, bool trainingDataReady,
ManualResetEvent eventStop,
ManualResetEvent eventStopped,
HandwrittenRecogniration.Mainform form, List <Mutex> mutexs)
{
m_currentPatternIndex = 0;
_bDataReady = trainingDataReady;
_NN = neuronNet;
_MnistDataSet = trainingSet;
m_Preferences = preferences;
m_nImages = (uint)_MnistDataSet.m_pImagePatterns.Count;
_form = form;
m_EventStop = eventStop;
m_EventStopped = eventStopped;
m_Mutexs = mutexs;
m_cMisrecognitions = 0;
_iNextPattern = 0;
m_bNeedHessian = true;
m_cBackprops = 0;
_dMSE = 0;
_nn = 0;
_dMSE200 = 0;
m_HiPerfTime = new HiPerfTimer();
GetGaussianKernel(m_Preferences.m_dElasticSigma);
}
public NNTestPatterns(NeuralNetwork neuronNet, Preferences preferences,
HandwrittenRecogniration.Mainform form, List <Mutex> mutexs)
{
m_currentPatternIndex = 0;
_bDataReady = true;
_NN = neuronNet;
_iNextPattern = 0;
m_EventStop = null;
m_EventStopped = null;
_form = form;
m_HiPerfTime = new HiPerfTimer();
m_nImages = 0;
_iMisNum = 0;
//Initialize Gaussian Kernel
m_Preferences = preferences;
GetGaussianKernel(preferences.m_dElasticSigma);
_MnistDataSet = null;
m_Mutexs = mutexs;
}
public NNTestPatterns(NeuralNetwork neuronNet, MnistDatabase testtingSet, Preferences preferences, bool testingDataReady,
ManualResetEvent eventStop,
ManualResetEvent eventStopped,
HandwrittenRecogniration.Mainform form, List <Mutex> mutexs)
{
m_currentPatternIndex = 0;
_bDataReady = testingDataReady;
_NN = neuronNet;
_iNextPattern = 0;
m_EventStop = eventStop;
m_EventStopped = eventStopped;
_form = form;
m_HiPerfTime = new HiPerfTimer();
m_nImages = (uint)testtingSet.m_pImagePatterns.Count;
//Initialize Gaussian Kernel
m_Preferences = preferences;
GetGaussianKernel(preferences.m_dElasticSigma);
_MnistDataSet = testtingSet;
m_Mutexs = mutexs;
}
