protected virtual void OnEndEpochEvent(EndEpochEventArgs e)
{
if (EndEpochEvent != null)
{
EndEpochEvent(this, e);
}
}
private void StartEpoch(List <double> pattern)
{
Neuron Winner = this.FindWinner(pattern);
currentEpsilon = 0;
for (int i = 0; i < outputLayerDimension; i++)
{
for (int j = 0; j < outputLayerDimension; j++)
{
currentEpsilon += outputLayer[i, j].ModifyWights(pattern, Winner.Coordinate, currentIteration, function);
}
}
currentIteration++;
currentEpsilon = Math.Abs(currentEpsilon / (outputLayerDimension * outputLayerDimension));
EndEpochEventArgs e = new EndEpochEventArgs();
OnEndEpochEvent(e);
}