The Power of Approximating: a Comparison of Activation Functions

Part of Advances in Neural Information Processing Systems 5 (NIPS 1992)

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Authors

Bhaskar DasGupta, Georg Schnitger

Abstract

We compare activation functions in terms of the approximation power of their feedforward nets. We consider the case of analog as well as boolean input.