Toric geometry of ReLU neural networks

Yaoying Fu

Given a continuous finitely piecewise linear function $f:{\mathbb{R}}^{n_0}\to \mathbb{R}$ and a fixed architecture $(n_0,\dots ,n_k;1)$ of feedforward ReLU neural networks, the exa…