ReLU neural network approximation to piecewise constant functions

Zhiqiang Cai, Junpyo Choi, Min Liu

This paper studies the approximation property of ReLU neural networks (NNs) to piecewise constant functions with unknown interfaces in bounded regions in ${\mathbb{R}}^d$. Under the…