public void BackPropagation()
{
float DCost = DelCost;
foreach (Synapse s in LeftS)
{
float temp = (float)Math.Round(s.Left.Activation * MyMath.Instance.DelSigmoid(Z) * DCost, 3);
s.AddLearningWeight(temp);
//string str = "ActivationL-1(" + s.Left.Activation + ") * DelSigmoid[" + Z + "](" +
// MyMath.Instance.DelSigmoid(Z) + ") * DelCost(" + DCost + ") = " +
// (temp).ToString();
//DataStream.Instance.DebugWriteStringOnFile("Debug/delEdelW.txt", str);
}
//DataStream.Instance.DebugWriteStringOnFile("Debug/delEdelW.txt", "--------------------------");
LBiases.Add(MyMath.Instance.DelSigmoid(Z) * DCost);
}
private void NodgeBias(float eta)
{
float av = LBiases.Average();
Bias -= eta * av;
}
public void NodgeWB(float eta)
{
NodgeWeights(eta);
NodgeBias(eta);
LBiases.Clear();
}
