/// <summary>
/// Induces the layer of this perceptron from the specified set of examples
/// </summary>
/// <param name="innds">a set of training examples for constructing the layer of this perceptron.</param>
/// <param name="numberofEpochs">the number of training epochs to be used.</param>
public void TrainOn(NeuralNetworkDataSet innds, int numberofEpochs)
{
for (int i = 0; i < numberofEpochs; ++i)
{
innds.RefreshDataset();
while (innds.HasMoreExamples())
{
NeuralNetworkExample nne = innds.GetExampleAtRandom();
ProcessInput(nne.GetInput());
Vector error = layer.ErrorVectorFrom(nne.GetTarget());
ProcessError(error);
}
}
}
