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Linear matrix inequality approach to exponential synchronization of a class of chaotic neural networks with time-varying delays
Authors:Wu Wei and Cui Bao-Tong
Affiliation:Control Science and Engineering Research Center, Southern Yangtze University, Wuxi 214122, China
Abstract:In this paper, a synchronization scheme for a class of chaoticneural networks with time-varying delays is presented. This class ofchaotic neural networks covers several well-known neural networks,such as Hopfield neural networks, cellular neural networks, andbidirectional associative memory networks. The obtained criteria areexpressed in terms of linear matrix inequalities, thus they can beefficiently verified. A comparison between our results and theprevious results shows that our results are less restrictive.
Keywords:chaotic neural networks  exponential synchronization   linear matrix inequalities
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