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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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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