public Layer(LayerDefinition layerDefinition, Matrix <double> weights = null, Vector <double> biases = null)
{
NodeCount = layerDefinition.NodeCount;
Activation = layerDefinition.Activation;
Weights = weights;
Biases = biases;
}
public static void Activate(Vector <double> X, EnmActivations activation, Vector <double> result)
{
switch (activation)
{
default:
case EnmActivations.LRelu:
Activations.LeakyReLU(X, 0.2, result);
return;
case EnmActivations.Sigmoid:
Activations.Sigmoid(X, result);
return;
}
}
public LayerDefinition(int nodeCount, EnmActivations activation)
{
NodeCount = nodeCount;
Activation = activation;
}