Volume-preserving Neural Networks

Gordon MacDonald, Andrew Godbout, Bryn Gillcash +1

We propose a novel approach to addressing the vanishing (or exploding) gradient problem in deep neural networks. We construct a new architecture for deep neural networks where all…