public void LayerRegularizationPenalty(int fromLayer, double[] l)
{
int fromCount = _network.GetLayerTotalNeuronCount(fromLayer);
int toCount = _network.GetLayerNeuronCount(fromLayer + 1);
for (int fromNeuron = 0; fromNeuron < fromCount; fromNeuron++)
{
for (int toNeuron = 0; toNeuron < toCount; toNeuron++)
{
double w = _network.GetWeight(fromLayer, fromNeuron, toNeuron);
l[0] += Math.Abs(w);
l[1] += w * w;
}
}
}
