private static List <List <KeyValuePair <double, double> > > getActivatedSignal(Signal signal, Network network)
{
List <List <KeyValuePair <double, double> > > activatedSignal = new List <List <KeyValuePair <double, double> > >();
List <Signal> weightedSum = new List <Signal>();
Signal input = new Signal(signal);
for (int i = 0; i < network.Count; i++)
{
weightedSum.Add(Layer.GetWeightedSum(input, network[i]));
activatedSignal.Add(new List <KeyValuePair <double, double> >());
for (int j = 0; j < weightedSum[i].Count; j++)
{
activatedSignal[i].Add(new KeyValuePair <double, double>(LogisticFunction(weightedSum[i][j]), LogisticFunctionDerivative(weightedSum[i][j])));
}
input.Clear();
foreach (KeyValuePair <double, double> pair in activatedSignal[i])
{
input.Add(pair.Key);
}
}
return(activatedSignal);
}
