Synchronization of a class of memristive neural networks with time delays via sampled-data control

被引：22

作者：

Wu, Huaiqin ^{[1
]}

Li, Ruoxia ^{[1
]}

Wei, Hongzhi ^{[2
]}

Zhang, Xiaowei ^{[1
]}

Yao, Rong ^{[1
]}

机构：

[1] Yanshan Univ, Coll Sci, Qinhuangdao 066001, Peoples R China

[2] Chongqing Univ, Dept Math & Stat, Chongqing 401331, Peoples R China

来源：

INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS | 2015年 / 6卷 / 03期

关键词：

Memristor; Neural networks; Synchronization; Sampled-data control; Time delays; NONLINEAR-SYSTEM IDENTIFICATION; EXPONENTIAL SYNCHRONIZATION; STABILITY ANALYSIS; ROBUST STABILITY; DISCRETE; ELEMENT;

D O I：

10.1007/s13042-014-0271-z

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper, the synchronization issues for chaotic memristive neural networks with time delays using sampled-data feedback controller are formulated and studied. By constructing a useful Lyapunov functional and using inequality techniques, some new testable algebraic criteria are obtained for ensuring the synchronization goal. Finally, an illustrative example is exploited to demonstrate the effectiveness of the proposed sampled-data control scheme.

引用

页码：365 / 373

页数：9

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