Linear matrix inequality approach to exponential synchronization of a class of chaotic neural networks with time-varying delays

• 来源期刊: 中国物理（英文版）
• 关键词: chaotic neural networks exponential synchronization linear matrix inequalities
• 年，卷（期）: 2007,（7）
• 页码范围: 1889-1896
• 页数: 8页
• 语种: 英文

摘要

In this paper, a synchronization scheme for a class of chaotic neural networks with time-varying delays is presented.This class of chaotic neural networks covers several well-known neural network, such a Hopfield neural networks, cellular neural networks, and bidirectional associative memory networks. The obtained criteria are expressed in terms of linear matrix inequalities, thus they can be efficiently verified. A comparison between our results and the previous results shows that our results are less restrictive.