Uniform Approximation and Gamma Networks.

Xu, Lilian; Sandberg, Irwin W. · Neural Netw · 1997

Where this comes from

Abstract

We briefly describe recent results concerning the approximation of nonlinear input-output maps, and show that for any single-variable shift-invariant casual uniformly-fading-memory map G there is a focused gamma network that approximates G uniformly arbitrarily well. Copyright 1997 Elsevier Science Ltd.