public List <double> GetErrorVector(List <double> desiredOutputs, bool setVector = true)
{
var error = new List <double>();
// desired outputs will always be 1-1 with the output layer perceptrons
Enumerable.Range(0, desiredOutputs.Count).ToList()
.ForEach(i => error.Add(Perceptrons.ElementAt(i).CalculateError(desiredOutputs.ElementAt(i))));
if (setVector)
{
LittleError = error;
}
return(error);
}
// input is the error vector
// set delta vectors for this entire layer
public void SetOutputLayerDeltas(List <double> errors)
{
Enumerable.Range(0, errors.Count).ToList()
.ForEach(i => Perceptrons.ElementAt(i).SetDelta(errors.ElementAt(i)));
}
