On the Expressive Power of Deep Polynomial Neural Networks

This repository contains code in SageMath for computing the dimension of functional varieties of polynomial networks.

The code can also be run online here (scrolling to the bottom to change parameters).

The backpropagation and network class were based on code samples from Michael Nielsen's book "Neural Networks and Deep Learning".