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Delay-dependent stability criterion for delayed Hopfield neural networks

Release Time:2019-03-09  Hits:

Indexed by: Journal Article

Date of Publication: 2009-03-15

Journal: CHAOS SOLITONS & FRACTALS

Included Journals: Scopus、EI、SCIE

Volume: 39

Issue: 5

Page Number: 2133-2137

ISSN: 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.

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