private void SetWeights(NetFileData data)
{
for (int i = 0; i < layers.Count - 1; i++)
{
layers[i + 1].SetWeights(layers[i].Neurons, data);
}
}
public Layer(int id, NetFileData data)
{
Id = id;
for (int i = 0; i < data.GetLayerSize(id); i++ )
{
neurons.Add(new Neuron(i));
}
neurons.Add(new BiasNode());
}
public void Setup(NetFileData data)
{
Neuron.Temperature = data.Temperature;
Neuron.Threshold = data.Threshold;
for (int i = 0; i < data.LayerCount; i++)
{
layers.Add(new Layer(i, data));
}
SetWeights(data);
}
public void SetWeights(List<Neuron> previousLayer, NetFileData data)
{
for(int i=0; i < neurons.Count; i++)
{
if (!(neurons[i] is BiasNode))
{
for (int prev = 0; prev < previousLayer.Count; prev++)
{
double weight = data.GetWeights(Id, i, prev);
neurons[i].AddLink(weight, previousLayer[prev]);
}
}
}
}