public FullConLayer(int outputCount, ActivationFunc activation)
{
OutputDepth = 1;
OutputWidth = 1;
OutputHeight = outputCount;
_neurons = new Neuron[outputCount];
_output = new Matrix3D(1, outputCount, 1);
_activation = activation;
for (int i = 0; i < outputCount; i++)
{
_neurons[i] = new Neuron();
}
}
public ConvLayer(int outputCount, ActivationFunc activation = null, int kernelSize = 5)
{
if (activation == null)
{
activation = ActivationFuncs.ReLU;
}
OutputDepth = outputCount;
_kernelSize = kernelSize;
_activation = activation;
_neurons = new ConvNeuron[outputCount];
for (int i = 0; i < outputCount; i++)
{
_neurons[i] = new ConvNeuron(kernelSize);
}
}