ML Anthology

The Power of Approximating: A Comparison of Activation Functions

Bhaskar DasGupta, Georg Schnitger
NeurIPS 1992 pp. 615-622
/neurips/1992/dasgupta1992neurips-power/

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.

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Cite

Text

DasGupta and Schnitger. "The Power of Approximating: A Comparison of Activation Functions." Neural Information Processing Systems, 1992.

Markdown

[DasGupta and Schnitger. "The Power of Approximating: A Comparison of Activation Functions." Neural Information Processing Systems, 1992.](https://mlanthology.org/neurips/1992/dasgupta1992neurips-power/)

BibTeX

@inproceedings{dasgupta1992neurips-power,
  title     = {{The Power of Approximating: A Comparison of Activation Functions}},
  author    = {DasGupta, Bhaskar and Schnitger, Georg},
  booktitle = {Neural Information Processing Systems},
  year      = {1992},
  pages     = {615-622},
  url       = {https://mlanthology.org/neurips/1992/dasgupta1992neurips-power/}
}