by
Anthony L. Caterini, Dong Eui Chang
Language: English
Release Date: March 22, 2018
This SpringerBrief describes how to build a rigorous end-to-end mathematical framework for deep neural networks. The authors provide tools to represent and describe neural networks, casting previous results in the field in a more natural light. In particular, the authors derive gradient descent...