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The essential order of approximation for Suzuki's neural networks

โœ Scribed by Feng-Jun Li; Zong-Ben Xu; Yue-Ting Zhou

Book ID
113815681
Publisher
Elsevier Science
Year
2008
Tongue
English
Weight
278 KB
Volume
71
Category
Article
ISSN
0925-2312

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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