Function projective synchronization of impulsive neural networks with mixed time-varying delays

被引:25
作者
Abdurahman, Abdujelil [1 ]
Jiang, Haijun [1 ]
Teng, Zhidong [1 ]
机构
[1] Xinjiang Univ, Coll Math & Syst Sci, Urumqi 830046, Xinjiang, Peoples R China
关键词
Neural network; Function projective synchronization; Impulsive effect; Mixed time-varying delay; EXPONENTIAL SYNCHRONIZATION; LAG SYNCHRONIZATION; STABILITY; SYSTEMS; PHASE;
D O I
10.1007/s11071-014-1614-8
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
In this paper, the exponential function projective synchronization of impulsive neural networks with mixed time-varying delays is investigated. Based on the contradiction method and analysis technique, some novel criteria are obtained to guarantee the function projective synchronization of considered networks via combining open-loop control and linear feedback control. As some special cases, several control strategies are given to ensure the realization of complete synchronization, anti-synchronization, and the stabilization of the addressed neural networks. Finally, two examples and their numerical simulations are given to show the effectiveness and feasibility of the proposed synchronization schemes.
引用
收藏
页码:2627 / 2638
页数:12
相关论文
共 28 条
[1]   Projective synchronization of neural networks with mixed time-varying delays and parameter mismatch [J].
Chen, Shun ;
Cao, Jinde .
NONLINEAR DYNAMICS, 2012, 67 (02) :1397-1406
[2]   Function projective synchronization in complex dynamical networks with time delay via hybrid feedback control [J].
Du, Hongyue ;
Shi, Peng ;
Lu, Ning .
NONLINEAR ANALYSIS-REAL WORLD APPLICATIONS, 2013, 14 (02) :1182-1190
[3]   Function projective synchronization in coupled chaotic systems [J].
Du, Hongyue ;
Zeng, Qingshuang ;
Wang, Changhong ;
Ling, Mingxiang .
NONLINEAR ANALYSIS-REAL WORLD APPLICATIONS, 2010, 11 (02) :705-712
[4]   Exponential synchronization of neural networks with time-varying delays [J].
Gao, Xiuzhi ;
Zhong, Shouming ;
Gao, Fengyin .
NONLINEAR ANALYSIS-THEORY METHODS & APPLICATIONS, 2009, 71 (5-6) :2003-2011
[5]   Spatiotemporal communication with synchronized optical chaos [J].
García-Ojalvo, J ;
Roy, R .
PHYSICAL REVIEW LETTERS, 2001, 86 (22) :5204-5207
[6]   Projective synchronization of time-varying delayed neural network with adaptive scaling factors [J].
Ghosh, Dibakar ;
Banerjee, Santo .
CHAOS SOLITONS & FRACTALS, 2013, 53 :1-9
[7]   Stability of artificial neural networks with impulses [J].
Gopalsamy, K .
APPLIED MATHEMATICS AND COMPUTATION, 2004, 154 (03) :783-813
[8]   Exponential synchronization of chaotic neural networks: a matrix measure approach [J].
He, Wangli ;
Cao, Jinde .
NONLINEAR DYNAMICS, 2009, 55 (1-2) :55-65
[9]   Weak projective lag synchronization of neural networks with parameter mismatch [J].
Huang, Junjian ;
Li, Chuandong ;
Zhang, Wei ;
Wei, Pengcheng .
NEURAL COMPUTING & APPLICATIONS, 2014, 24 (01) :155-160
[10]  
Kamp Y., 1990, Recursive Neural Networks for Associative Memory