Vanika Singhal

How to Train Your Deep Neural Network with Dictionary Learning

2016 · arXiv (Cornell University)

Currently there are two predominant ways to train deep neural networks. The first one uses restricted Boltzmann machine (RBM) and the second one autoencoders. RBMs are stacked in layers to form deep belief network (DBN); …