Fixed points of nonnegative neural networks

Tomasz J. Piotrowski, Renato L. G. Cavalcante, Mateusz Gabor

We use fixed point theory to analyze nonnegative neural networks, which we define as neural networks that map nonnegative vectors to nonnegative vectors. We first show that nonnega…