Delay-dependent stability criterion for delayed Hopfield neural networks
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论文类型:期刊论文
发表时间:2009-03-15
发表刊物:CHAOS SOLITONS & FRACTALS
收录刊物:Scopus、EI、SCIE
卷号:39
期号:5
页面范围:2133-2137
ISSN号:0960-0779
摘要: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.
