ReLU Neural Networks, Polyhedral Decompositions, and Persistent Homolog

Yajing Liu, Christina M Cole, Chris Peterson +1

A ReLU neural network leads to a finite polyhedral decomposition of input space and a corresponding finite dual graph. We show that while this dual graph is a coarse quantization o…