The Power of Approximating: a Comparison of Activation Functions

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

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Bhaskar DasGupta, Georg Schnitger


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.