private void UpdateHiddens()
{
double input = 0;
double[] states = visibles.GetStates();
for (int i = 0; i < numhiddens; i++)
{
for (int j = 0; j < numvisibles; j++)
{
input += weights.GetWeight(j, i) * states[j];
}
hiddens.SetState(i, input);
input = 0;
}
}
private static void TrainWeight(int PWhichVis, int PWhichHid, double PTrainAmount)
{
weightset.ModifyWeight(PWhichVis, PWhichHid,
(learnrate.momweights * weightset.GetWeightChange(PWhichVis, PWhichHid))
+ (learnrate.lrweights * PTrainAmount)
- (0.0002 * weightset.GetWeight(PWhichVis, PWhichHid)));
}
