Anti-synchronization of chaotic delayed neural networks

被引:12
|
作者
Lou Xu-Yang [1 ]
Cui Bao-Tong [1 ]
机构
[1] Jiangnam Univ, Sch Commun & Control Engn, Wuxi 214122, Peoples R China
关键词
chaotic neural networks; state observer; pole placement technique; anti-synchronization;
D O I
10.7498/aps.57.2060
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
By means of techniques of state observer, the anti-synchronization of a class of chaotic neural networks with time delay is investigated. Compared with the anti-synchronization strategies used in other chaotic systems, the technique presented here is rather simple and the convergence rate can be adjusted by tuning the eigenvalues through the pole placement technique. Finally, two numerical examples and computational simulations are given to show the effectiveness of the proposed scheme.
引用
收藏
页码:2060 / 2067
页数:8
相关论文
共 46 条
  • [1] Associative dynamics in a chaotic neural network
    Adachi, M
    Aihara, K
    [J]. NEURAL NETWORKS, 1997, 10 (01) : 83 - 98
  • [2] ADHERE K, 1990, PHYS LETT A, V144, P333
  • [3] On the global asymptotic stability of delayed cellular neural networks
    Arik, S
    Tavsanoglu, V
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS, 2000, 47 (04): : 571 - 574
  • [4] Equilibrium analysis of delayed CNN's
    Arik, S
    Tavsanoglu, V
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS, 1998, 45 (02): : 168 - 171
  • [5] Belykh V. N., 1992, International Journal of Bifurcation and Chaos in Applied Sciences and Engineering, V2, P697, DOI 10.1142/S021812749200080X
  • [6] On exponential stability and periodic solutions of CNNs with delays
    Cao, J
    [J]. PHYSICS LETTERS A, 2000, 267 (5-6) : 312 - 318
  • [7] Periodic oscillatory solution of bidirectional associative memory networks with delays
    Cao, J
    Wang, L
    [J]. PHYSICAL REVIEW E, 2000, 61 (02): : 1825 - 1828
  • [8] Adaptive synchronization of neural networks with or without time-varying delay
    Cao, JD
    Lu, JQ
    [J]. CHAOS, 2006, 16 (01)
  • [9] Antiphase synchronism in chaotic systems
    Cao, LY
    Lai, YC
    [J]. PHYSICAL REVIEW E, 1998, 58 (01) : 382 - 386
  • [10] Global synchronization of coupled delayed neural networks and applications to chaotic CNN models
    Chen, GR
    Zhou, J
    Liu, ZR
    [J]. INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2004, 14 (07): : 2229 - 2240