public override void UpdateSpeeds(double learningRate, double momentumCoefficient, double weightDecayCoefficient)
{
// Should include backpropagation to input in all member layers
convolutionalLayer2.UpdateSpeeds(learningRate, momentumCoefficient, weightDecayCoefficient);
convolutionalLayer2.BackPropagate();
if (nonlinearityType == "ReLU")
{
nonlinearityReLU.BackPropagate();
}
else if (nonlinearityType == "ELU")
{
nonlinearityELU.BackPropagate();
}
convolutionalLayer1.UpdateSpeeds(learningRate, momentumCoefficient, weightDecayCoefficient);
convolutionalLayer1.BackPropagate();
}