Pinning Exponential Synchronization of Nonlinearly Coupled Neural Networks with Mixed Delays via Intermittent Control

被引：0
作者：
Jian-An Wang
Xin-Yu Wen
机构：
[1] Taiyuan University of Science and Technology,School of Electronics Information Engineering
来源：
International Journal of Control, Automation and Systems | 2018年 / 16卷
关键词：
Coupled neural networks; exponential synchronization; intermittent control; mixed delays; pinning control;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
This paper is concerned with the exponential synchronization problem of nonlinearly coupled neural networks with mixed delays. By employing the intermittent control strategy, several appropriate linear and adaptive pinning controllers are designed in each control period. With the help of a new differential inequality, some conditions are proposed to guarantee that the coupled networks can realize pinning synchronization exponentially. The minimum number of pinned nodes is determined by using high-degree pinning scheme. Two numerical examples are provided finally to demonstrate the effectiveness of the theoretical results.
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页码：1558 / 1568
页数：10
相关论文
共 135 条
[1]  
Chua L.(1988)Cellular neural networks: applications IEEE Trans. on Circuits & Systems 35 1273-1290
[2]  
Wang L.(2002)Hopfield neural networks for optimization: study of the different dynamics Neurocomputing 43 219-237
[3]  
Joya G.(1991)A chaotic attractor with cellular neural networks IEEE Trans. on Circuits & Systems 38 811-812
[4]  
Atencia M.(2016)Novel results on generalized dissipativity of two-dimensional digital filters IEEE Trans. on Circuits & Systems II: Express Briefs 63 893-897
[5]  
Sandoval F.(2013)New approach to delay-dependent Hα filtering for discrete-time Markovian jump systems with time-varying delay and incomplete transition descriptions IET Control Theory & Applications 7 684-696
[6]  
Zou F.(2016)Stability analysis of stochastic delayed systems with an application to multiagent systems IEEE Trans. on Automatic Control 61 4143-4149
[7]  
Nossek J.(2005)On global asymptotic stability of neural networks with discrete and distributed delays Physics. Letters A 345 299-308
[8]  
Ahn C. K.(2008)Local and global synchronization in general complex dynamical networks with delay coupling Chaos, Solitons & Fractals 37 1497-1510
[9]  
Shi P.(2011)Exponential synchronization for arrays of coupled neural networks with time-delay couplings International Journal of Control, Automation and Systems 9 187-196
[10]  
Karimi H. R.(2013)Cluster synchronization in nonlinearly coupled delayed networks of non-identical dynamic systems Nonlinear Analysis: Real World Applications 14 842-851
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