public static void ConnectNodes(NeuronBase fromNode, NeuronBase toNode, double weight)
{
Synapse s = new Synapse(fromNode, toNode, weight);
fromNode.ForwardConnections.Add(s);
toNode.BackwardConnections.Add(s);
}
public Network(int[] Sizes)
{
Layers = new List <Layer>();
for (var i = 0; i < Sizes.Length; i++)
{
Layers.Add(new Layer(Sizes[i])); //add layers of neurons
}
for (int i = 0; i < Layers.Count - 1; i++) //add synapses
{
Layers[i].Neurons.ForEach(nFrom =>
Layers[i + 1].Neurons.ForEach(nTo => {
Synapse s = new Synapse(nFrom, nTo);
}));
}
}
