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论文类型：期刊论文

发表时间：2011-02-01

发表刊物：NONLINEAR DYNAMICS

收录刊物：SCIE、EI

卷号：63

期号：3

页面范围：331-343

ISSN号：0924-090X

关键字：Switched systems; Cohen-Grossberg neural networks; Average dwell time; Time-varying delays

摘要：In this paper, uncertain switched Cohen-Grossberg neural networks with interval time-varying delay and distributed time-varying delay are proposed. Novel multiple Lyapunov functions are employed to investigate the stability of the switched neural networks under the switching rule with the average dwell time property. Sufficient conditions are obtained in terms of linear matrix inequalities (LMIs) which guarantee the exponential stability for the switched Cohen-Grossberg neural networks. Numerical examples are provided to illustrate the effectiveness of the proposed method.