private void trainNeuronBtn_Click(object sender, EventArgs e)
{
if (perceptronNetwork != null) perceptronNetwork = null;
SigmoidFunction sigmoidFunction = new SigmoidFunction();
int[] numberOfNeurons = {numberOfInputs, int.Parse(hiddenNeuronsTB.Text), numberOfInputs};
bool biased = biasedChkBox.Checked;
perceptronNetwork = new PerceptronNetwork(sigmoidFunction, numberOfInputs, -0.5, 0.5, biased, numberOfNeurons);
perceptronTraining = new PerceptronTraining(ref perceptronNetwork);
int epochs = int.Parse(epochsTB.Text);
double trainingStep = double.Parse(trainingStepTB.Text);
perceptronTraining.TrainingStep = trainingStep;
perceptronTraining.RunTraining(ref trainingSet, epochs);
trained = true;
computeBtn.Enabled = trained;
updateTrainingOutputList();
}
public PerceptronTraining(ref PerceptronNetwork network)
{
this.network = network;
}