Bounds on the Approximation Power of Feedforward Neural Networks

Mohammad Mehrabi, Aslan Tchamkerten, Mansoor I. Yousefi

Abstract: The approximation power of general feedforward neural networks with piecewise linear activation functions is investigated. First, lower bounds on the size of a network are established in terms of t...