A note on neural network approximation with a sigmoidal function

Abstract

In this paper, we investigate an approximation order to a continuous function over [0, 1] by neural networks with a sigmoidal function. We suggest a constructive neural network approximation and give some numerical results to justify our theory. Mathematics Subject Classification: 41A25, 41A46