期刊
NEUROCOMPUTING
卷 72, 期 13-15, 页码 3253-3262出版社
ELSEVIER
DOI: 10.1016/j.neucom.2009.02.010
关键词
Fuzzy cellular neural networks; Complex dynamical networks; Adaptive feedback control; Mixed time-varying delays; Uncertain coupling; Stochastically hybrid coupling
In this paper, the robust synchronization control problem of an array of fuzzy cellular neural networks with uncertain stochastically coupling is investigated, which involves constant coupling, discrete time-varying delay coupling and distributed time-varying delay coupling. By using adaptive feedback control scheme and exploiting some stochastic analysis techniques, several sufficient conditions are developed to ensure the synchronization of stochastically hybrid coupled fuzzy neural networks with all admissible uncertainties in mean square. Finally, a numerical example illustrated by scale-free complex networks is provided to show the effectiveness and the applicability of the proposed method. (C) 2009 Elsevier B.V. All rights reserved.
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