The minimal width of neural networks and immersions of real projective space

BaoZhi Chu, Ben Weinkove

We investigate the minimal width of deep neural networks that can approximate all continuous functions from ${\mathbb{R}}^n$ to ${\mathbb{R}}^m$ in the topology of uniform convergence…