Synchronization of Coupled Switched Neural Networks with Time-Varying Delays

被引：0
作者：
Guang He
Jian-An Fang
Zhen Li
Xin Wang
机构：
[1] Donghua University,College of Information Science and Technology
[2] Anhui Polytechnic University,The Department of Mathematics
[3] Zhejiang Textile and Fashion College,School of Information Engineering
来源：
Arabian Journal for Science and Engineering | 2015年 / 40卷
关键词：
Coupled switched neural networks; Average dwell time; Exponential synchronization; Switching signals;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
In this paper, the exponential synchronization problem of delayed coupled switched neural networks with individual node and network topology switching is investigated. By using the matrix decomposing approach and the switched system comparison principle, several synchronization criteria for such complex dynamical networks are obtained. Firstly, under the assumption that all subnetworks are self-synchronized, a sufficient condition is derived in terms of an algebraic inequality. Then, when some subnetworks are not self-synchronized, based on the maximal dwell time length, the exponential synchronization criteria are given in terms of algebraic inequalities. Finally, examples are provided to illustrate the effectiveness of the theoretical results.
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页码：3759 / 3773
页数：14
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