public ConvolutionalLayer(ActivationType activationType, int neuronsCount, int kernelSize = 3)
{
ActivationFunctionType = activationType;
_function = activationType.Get();
KernelSize = kernelSize;
Neurons = new ConvolutionalNeuron[neuronsCount];
Outputs = new Matrix[neuronsCount];
}
public FullyConnectedLayer(int neuronsCount, ActivationType activationType)
{
ActivationFunctionType = activationType;
Function = activationType.Get();
neuronsCount = Math.Max(1, neuronsCount);
Neurons = new FullyConnectedNeuron[neuronsCount];
Outputs = new double[neuronsCount];
}
public ConvolutionLayer(ActivationType activationType, int neuronsCount, int kernelSize = 3, bool useReferences = false)
{
ActivationFunctionType = activationType;
_function = activationType.Get();
KernelSize = kernelSize;
Neurons = new ConvolutionNeuron[neuronsCount];
Outputs = new Matrix[neuronsCount];
UseReferences = useReferences;
}