Speeding Up Backpropagation Algorithms by Using Cross-Entropy Combined with Pattern Normalization

This paper demonstrates how the backpropagation algorithm (BP) and its variants can be accelerated significantly while the quality of the trained nets will increase. Two modifications were proposed...