Global robust exponential stability for Hopfield neural networks with non-Lipschitz activation functions

This paper is concerned with the problem of the global robust exponential stability for Hopfield neural networks with norm-bounded parameter uncertainties and inverse Holder neuron activation functions. By ¨ applying Brouwer degree properties and some analysis techniques, the existence and uniquenes...

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Bibliographic Details
Date:2012
Main Authors: Hongtao Yu, Huaiqin Wu
Format: Article
Language:English
Published: Інститут математики НАН України 2012
Series:Нелінійні коливання
Online Access:http://dspace.nbuv.gov.ua/handle/123456789/175586
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Journal Title:Digital Library of Periodicals of National Academy of Sciences of Ukraine
Cite this:Global robust exponential stability for Hopfield neural networks with non-Lipschitz activation functions / Hongtao Yu, Huaiqin Wu // Нелінійні коливання. — 2012. — Т. 15, № 1. — С. 127-138. — Бібліогр.: 26 назв. — англ.

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Digital Library of Periodicals of National Academy of Sciences of Ukraine

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