public HiddenLayer(uint numberOfNeurons, Layer previous)
: base(numberOfNeurons)
{
this.previousLayer = previous;
// default activation function is logsig
this.activationFunction = ActivationFunction.LogSig;
this.pointer = new ToActivationFunction(NMath.LogSig);
this.pDeriv = new ToActivationDerivative(NMath.DLogSig);
this.input = previous.GetOutputVector();
//
try
{
layerNeurons = new Neuron[numberOfNeurons];
//
for(int i=0; i<numberOfNeurons; i++)
{
layerNeurons[i] = new Neuron(previous.GetSize());
layerNeurons[i].SetInputVector(input);
}
//
}
catch(System.Exception exception)
{
Console.WriteLine("****EXCEPTION****\n {0} {1}", exception.Message);
previousLayer = null;
pointer = null;
layerNeurons = null;
}
}
//
public OutputLayer(uint numOfNeurons, Layer previous)
: base(numOfNeurons, previous)
{
error = new double[numOfNeurons];
}