Adaptive synchronization of neural networks with different attractors

被引：0
作者：
Zhang, Huaguang [1 ]
Guan, Huanxin
Wang, Zhanshan
机构：
[1] NE Univ, Sch Informat Sci & Engn, Shenyang 110004, Peoples R China
[2] Shenyang Ligong Univ, Sch Informat Sci & Engn, Shenyang 110168, Peoples R China
来源：
PROGRESS IN NATURAL SCIENCE | 2007年 / 17卷 / 06期
基金：
中国国家自然科学基金;
关键词：
neural networks; attractor; adaptive synchronization; linear matrix inequality;
D O I：
10.1080/10002007088537459
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
This paper aims to present an adaptive control scheme for the synchronization of two classes of uncertain neural networks with different attractors. A new sufficient condition for the global synchronization of two kinds of neural networks with different attractors is derived. The proposed control method is efficient and easy to be implemented. Numerical simulation is used to show the effectiveness, of the obtained result.
引用
收藏
页码：687 / 695
页数：9
相关论文
共 21 条
[1]   Anticipated synchronization:: A metaphorical linear view [J].
Calvo, O ;
Chialvo, DR ;
Eguíluz, VM ;
Mirasso, C ;
Toral, R .
CHAOS, 2004, 14 (01) :7-13
[2]   The letrozole breast cancer trial: Clinical implications and remaining questions [J].
Chen, WY ;
Manson, JE .
WOMENS HEALTH ISSUES, 2004, 14 (01) :7-10
[3]   Exponential synchronization of a class of neural networks with time-varying delays [J].
Cheng, CJ ;
Liao, TL ;
Yan, JJ ;
Hwang, CC .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2006, 36 (01) :209-215
[4]   Exponential synchronization of a class of chaotic neural networks [J].
Cheng, CJ ;
Liao, TL ;
Hwang, CC .
CHAOS SOLITONS & FRACTALS, 2005, 24 (01) :197-206
[5]  
CORROLL TL, 1991, IEEE T CIRCUITS SYST, V38, P453
[6]   Adaptive synchronization for four-scroll attractor with fully unknown parameters [J].
Elabbasy, EM ;
Agiza, HN ;
El-Dessoky, MM .
PHYSICS LETTERS A, 2006, 349 (1-4) :187-191
[7]   An adaptive chaos synchronization scheme applied to secure communication [J].
Feki, M .
CHAOS SOLITONS & FRACTALS, 2003, 18 (01) :141-148
[8]   STRANGE ATTRACTORS IN DELAYED CELLULAR NEURAL NETWORKS [J].
GILLI, M .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 1993, 40 (11) :849-853
[9]   Controlling chaos in a chaotic neural network [J].
He, GG ;
Cao, ZT ;
Zhu, P ;
Ogura, H .
NEURAL NETWORKS, 2003, 16 (08) :1195-1200
[10]   Generalized synchronization, predictability, and equivalence of unidirectionally coupled dynamical systems [J].
Kocarev, L ;
Parlitz, U .
PHYSICAL REVIEW LETTERS, 1996, 76 (11) :1816-1819
123