public ConvolutionalLayer(int filterNumber, int filterSize, string activationFunction, string padding) : base("Convolutional")
{
FilterNumber = filterNumber;
FilterSize = filterSize;
if (activationFunction == "relu")
{
ActivationFunction = new ReluActivation();
}
else if (activationFunction == "softmax")
{
ActivationFunction = new SoftmaxActivation();
}
else if (activationFunction == "sigmoid")
{
ActivationFunction = new SigmoidActivation();
}
else if (activationFunction == "no")
{
ActivationFunction = new NoActivation();
}
Filters = new Filter[filterNumber];
Padding = padding;
}
public DenseLayer(int numberOfUnits, string activationFunction) : base("Dense")
{
NumberOfUnits = numberOfUnits;
if (activationFunction == "relu")
{
ActivationFunction = new ReluActivation();
}
else if (activationFunction == "softmax")
{
ActivationFunction = new SoftmaxActivation();
}
else if (activationFunction == "sigmoid")
{
ActivationFunction = new SigmoidActivation();
}
else if (activationFunction == "no")
{
ActivationFunction = new NoActivation();
}
}