Neural networks: deep, shallow, or in between?

Guergana Petrova, Przemyslaw Wojtaszczyk

We give estimates from below for the error of approximation of a compact subset from a Banach space by the outputs of feed-forward neural networks with width W, depth l and Lipschi…