Function approximation with zonal function networks with activation functions analogous to the rectified linear unit functions-Reference-Cited by-同舟云学术

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Function approximation with zonal function networks with activation functions analogous to the rectified linear unit functions

Published:2019-04 Issue: Volume:51 Page:1-19
ISSN:0885-064X
Container-title:Journal of Complexity
language:en
Short-container-title:Journal of Complexity

Author:

Mhaskar H.N.

Funder

ARO, United States

Office of the Director of National Intelligence

Intelligence Advanced Research Projects Activity (IARPA), United States

Publisher

Elsevier BV

Subject

Applied Mathematics,Control and Optimization,Numerical Analysis,Statistics and Probability,Algebra and Number Theory,General Mathematics

Reference35 articles.

1. F. Bach, Breaking the curse of dimensionality with convex neural networks. arXiv preprint arXiv:1412.8690 2014.

2. Universal approximation bounds for superpositions of a sigmoidal function;Barron;IEEE Trans. Inform. Theory,1993

3. Higher Transcendental Functions, Volume 2;Bateman,1955

4. Interpolation Spaces: An Introduction, Volume 223;Bergh,1976

5. The loss surfaces of multilayer networks;Choromanska,2015

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