Ehsan Emad Marvasti

Rediscovering Deep Neural Networks Through Finite-State Distributions

2018 · arXiv (Cornell University)

We propose a new way of thinking about deep neural networks, in which the linear and non-linear components of the network are naturally derived and justified in terms of principles in probability theory. In particular, …