On Network Science and Mutual Information for Explaining Deep Neural Networks

Brian Davis, Umang Bhatt, Kartikeya Bhardwaj +2

In this paper, we present a new approach to interpret deep learning models. By coupling mutual information with network science, we explore how information flows through feedforwar…