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Neural networks for optimal approximation of continuous functions in ℝd

✍ Scribed by Ting-fan Xie, Xin-long Zhou

Book ID
118817983
Publisher
SP Editorial Committee of Applied Mathematics - A Journal of Chinese Universities
Year
2012
Tongue
English
Weight
172 KB
Volume
27
Category
Article
ISSN
1005-1031

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This article characterizes the set of activation functions, bounded or unbounded, that allow feedforward network approximation of the continuous functions on the classic two-point compactification of R 1 . The characterization fails when the set of targets are continuous functions on the classic com