Hongyu Cheng

Neural networks with linear threshold activations: structure and algorithms

2021 · arXiv (Cornell University)

In this article we present new results on neural networks with linear threshold activation functions. We precisely characterize the class of functions that are representable by such neural networks and show that 2 hidden layers …