Piecewise Linear Functions Representable with Infinite Width Shallow ReLU Neural Networks

Sarah McCarty

This paper analyzes representations of continuous piecewise linear functions with infinite width, finite cost shallow neural networks using the rectified linear unit (ReLU) as an a…