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Zbl 1141.93392
Lou, Xu Yang; Cui, Bao Tong
Global robust dissipativity for integro-differential systems modeling neural networks with delays. (English)
[J] Chaos Solitons Fractals 36, No. 2, 469-478 (2008). ISSN 0960-0779

Summary: The global robust dissipativity of integro-differential systems modeling neural networks with time-varying delays are studied. Proper Lyapunov functionals and some analytic techniques are employed to derive the sufficient conditions under which the networks proposed are the global robust dissipativity. The results are shown to improve the previous global dissipativity results derived in the literature. Some examples are given to illustrate the correctness of our results.

MSC 2000:: *93D05 Lyapunov and other classical stabilities of control systems
93C30 Control systems governed by other functional relations
92B20 General theory of neural networks

Keywords: dissipativity; Lyapunov functionals; stability of dynamical neural networks

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