Exponential Synchronization of Fuzzy Cellular Neural Networks with Time-varying Delays?

• 作者: PENG Ji-gen XING Zhi-wei
• 来源期刊: 工程数学学报
• 学科: 物理学
• 关键词: M-matrix time-varying delay fuzzy cellular neural network synchronization
• 年，卷（期）: 2013,（1）
• 页码范围: 112-122
• 分类号: O415.5
• 字数: 1984字
• 语种: 中文
• DOI: 10.3969/j.issn.1005-3085.2013.01.013

摘要

In this paper, we consider the global exponential synchronization of a class of cou-pled identical fuzzy cellular neural networks (FCNNs) with time-varying delays. By using M-matrix theory, a set of su?cient conditions are developed to guarantee the synchronization of the coupled time delayed FCNNs under less restrictive condi-tions. Our results do not require differentiability of varying-time delays. Therefore a more extensive application domain for the chaotic synchronization of FCNNs is provided. Finally, simulation examples are presented to verify the effectiveness of the obtained conditions.