public void InitialiseHiddenLayer(int numberOfInputs, IActivationFunction activationFunction)
{
for (int i = 0; i < Nodes.Length; i++)
{
Nodes[i] = new SigmoidNode(numberOfInputs, activationFunction);
}
}
public MatrixBrain(int xInputs, int yInputs, List <int> numberOfNodesInEachLayer, IActivationFunction activationFunction)
{
HiddenLayers = new List <HiddenLayer>();
var numberOfInputs = xInputs * yInputs;
foreach (var number in numberOfNodesInEachLayer)
{
HiddenLayers.Add(new HiddenLayer(number));
}
HiddenLayers[0].InitialiseHiddenLayer(numberOfInputs, activationFunction);
for (int i = 1; i < numberOfNodesInEachLayer.Count; i++)
{
HiddenLayers[i].InitialiseHiddenLayer(HiddenLayers[i - 1].Nodes.Length, activationFunction);
}
OutputNode = new SigmoidNode(HiddenLayers[HiddenLayers.Count - 1].Nodes.Length, activationFunction);
}