Robust anti-synchronization of a class of delayed chaotic neural networks

被引：45
作者：
Meng, Juan
Wang, Xing-Yuan
机构：
[1] School of Electronic and Information Engineering, Dalian University of Technology
来源：
CHAOS | 2007年 / 17卷 / 02期
基金：
中国国家自然科学基金;
关键词：
D O I：
10.1063/1.2731306
中图分类号：
O29 [应用数学];
学科分类号：
070104 ;
摘要：
This paper deals with the anti-synchronization problem of a class of delayed neural networks. Based on the Lyapunov stability theory and the Halanay inequality lemma, a kind of controller is designed. It is proved that this kind of controller can achieve anti-synchronization of neural networks with delays. Numerical simulations demonstrate the effectiveness and robustness of the proposed anti-synchronization scheme. (c) 2007 American Institute of Physics.
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页数：6
相关论文
共 25 条
[1]  
Belykh V. N., 1992, International Journal of Bifurcation and Chaos in Applied Sciences and Engineering, V2, P697, DOI 10.1142/S021812749200080X
[2]   Periodic oscillation and exponential stability of delayed CNNs [J].
Cao, JD .
PHYSICS LETTERS A, 2000, 270 (3-4) :157-163
[3]   Global synchronization of coupled delayed neural networks and applications to chaotic CNN models [J].
Chen, GR ;
Zhou, J ;
Liu, ZR .
INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2004, 14 (07) :2229-2240
[4]   Synchronizing strict-feedback and general strict-feedback chaotic systems via a single controller [J].
Chen, SH ;
Wang, F ;
Wang, CP .
CHAOS SOLITONS & FRACTALS, 2004, 20 (02) :235-243
[5]   Adaptive synchronization of uncertain Rossler hyperchaotic system based on parameter identification [J].
Chen, SH ;
Hu, J ;
Wang, CP ;
Lü, JH .
PHYSICS LETTERS A, 2004, 321 (01) :50-55
[6]   Global exponential stability of delayed Hopfield neural networks [J].
Chen, TP .
NEURAL NETWORKS, 2001, 14 (08) :977-980
[7]  
Escalona J, 2004, PHYS REV E, V70, DOI 10.1103/PhysRevE.70.055202
[8]   An adaptive chaos synchronization scheme applied to secure communication [J].
Feki, M .
CHAOS SOLITONS & FRACTALS, 2003, 18 (01) :141-148
[9]   STRANGE ATTRACTORS IN DELAYED CELLULAR NEURAL NETWORKS [J].
GILLI, M .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 1993, 40 (11) :849-853
[10]  
Gopalsamy K., 2013, Stability and Oscillations in Delay Differential Equations of Population Dynamics, V74
123