Effect of sinusoidal function on backpropagation learning

Abstract

The backpropagation (BP) method is modified by replacing the sigmoid function by a sinusoidal function. The leaving law is also modified. The modified procedure shows great improvement over the original BP in terms of the number of neurons and the learning time.<>