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大连理工大学

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Delay-dependent stability criterion for delayed Hopfield neural networks

Date of Publication:2009-03-15 Hits:

Indexed by:期刊论文
Date of Publication:2009-03-15
Journal:CHAOS SOLITONS & FRACTALS
Included Journals:SCIE、EI、Scopus
Volume:39
Issue:5
Page Number:2133-2137
ISSN No.:0960-0779
Abstract:In this paper, a new Lyapunov-Krasovskii functional is constructed for delayed Hopfield neural networks, and several free-weighting matrices and S-procedure are employed to derive the delay-dependent stability criterion. The derived criterion is formulated in terms of linear matrix inequality (LMI). A numerical example is given to demonstrate the effectiveness and less conservativeness of the presented criterion. (C) 2007 Elsevier Ltd. All rights reserved.