Multiplier-less realisation of piecewise linear functions

Abstract

A method for the representation of a piecewise linear function, based on simple nonlinear operators is presented. It utilises primitive operator graph synthesis, which enables a low complexity multiplierless structure to be obtained. The example of a sigmoid function for neural networks, is used to illustrate the method.