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Simultaneous Lp-approximation order for neural networks

โœ Scribed by Zong-Ben Xu; Fei-Long Cao


Publisher
Elsevier Science
Year
2005
Tongue
English
Weight
173 KB
Volume
18
Category
Article
ISSN
0893-6080

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โœ Jianjun Wang; Zongben Xu ๐Ÿ“‚ Article ๐Ÿ“… 2010 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 374 KB

For the nearly exponential type of feedforward neural networks (neFNNs), the essential order of their approximation is revealed. It is proven that for any continuous function defined on a compact set of R(d), there exist three layers of neFNNs with the fixed number of hidden neurons that attain the