Sampled-Data Synchronization for Chaotic Neural Networks with Mixed Delays

被引:1
|
作者
Nie, Rui-Xing [1 ]
Sun, Zhi-Yi [1 ]
Wang, Jian-An [1 ]
Lu, Yao [1 ]
机构
[1] Taiyuan Univ Sci & Technol, Sch Elect Informat Engn, Taiyuan 030024, Shanxi, Peoples R China
来源
PRACTICAL APPLICATIONS OF INTELLIGENT SYSTEMS, ISKE 2013 | 2014年 / 279卷
关键词
Master-slave synchronization; Chaotic neural networks; Sampled data controller; Lyapunov functional; EXPONENTIAL SYNCHRONIZATION;
D O I
10.1007/978-3-642-54927-4_68
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper focuses on designing an appropriate sampled-data controller to deal with the problem of master-slave synchronization for chaotic neural networks with discrete and distributed time varying delays in the presence of a constant input delay. The striking feature of this article is that we utilize the decomposition approach of delay interval when constructing a new Lyapunov functional. Besides, combining with the input delay approach and the linear matrix inequalities (LMIs) method, the desired sampled-data controller gain can be obtained by using the Matlab software to solve a series of LMIs. Finally, a numerical example is provided to verify the effectiveness of the given results.
引用
收藏
页码:721 / 733
页数:13
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