Robust synchronization control of coupled chaotic neurons under external electrical stimulation

被引：31
|
作者：
Che, Yan-Qiu [1 ]
Wang, Jiang [1 ]
Zhou, Si-Si [1 ]
Deng, Bin [1 ]
机构：
[1] Tianjin Univ, Sch Elect Engn & Automat, Tianjin 300072, Peoples R China
来源：
CHAOS SOLITONS & FRACTALS | 2009年 / 40卷 / 03期
关键词：
VISUAL-CORTEX; RESPONSES; SYSTEMS;
D O I：
10.1016/j.chaos.2007.09.014
中图分类号：
O1 [数学];
学科分类号：
0701 ; 070101 ;
摘要：
In this paper, a robust adaptive neural network (NN) controller is proposed to realize the synchronization of two gap junction coupled chaotic FitzHugh-Nagumo (FHN) neurons under external electrical stimulation. Based oil the Lyapunov stability theory, we derive the update laws of NN for approximating the nonlinear uncertain functions of the error dynamical system. The control scheme is robust to the uncertainties such as approximate error, ionic channel noise and external disturbances. Chaos synchronization is obtained by proper choice of the control parameters. The simulation results demonstrate the effectiveness of the proposed control method. (C) 2007 Elsevier Ltd. All rights reserved.
引用
收藏
页码：1333 / 1342
页数：10
相关论文
共 50 条
  • [21] Adaptive Fractional-order Control for Synchronization of Two Coupled Neurons in the External Electrical Stimulation
    Mehdiabadi, M. R. Rahmani
    Rouhani, E.
    Mashhadi, S. K. Mousavi
    Jalali, A. A.
    BASIC AND CLINICAL NEUROSCIENCE, 2014, 5 (02) : 144 - 155
  • [22] Synchronization of Ghostburster Neurons under External Electrical Stimulation: An Adaptive Approach
    Wei, Wei
    Li, Dong Hai
    Wang, Jing
    Zhu, Min
    LIFE SYSTEM MODELING AND INTELLIGENT COMPUTING, PT I, 2010, 97 : 100 - +
  • [23] Chaos Synchronization of Coupled Map-based Neurons under External Electrical Stimulation via Decoupling Feedback Linearization Control
    Yu, Haitao
    Wang, Jiang
    Che, Yanqiu
    Deng, Bin
    Liu, Qiuxiang
    2010 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-5, 2010, : 4400 - +
  • [24] Adaptive backstepping sliding mode control for chaos synchronization of two coupled neurons in the external electrical stimulation
    Yu, Haitao
    Wang, Jiang
    Deng, Bin
    Wei, Xile
    Che, Yanqiu
    Wong, Y. K.
    Chan, W. L.
    Tsang, K. M.
    COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2012, 17 (03) : 1344 - 1354
  • [25] Synchronization of Ghostburster neurons under external electrical stimulation via adaptive neural network H∞ control
    Li, H. Y.
    Wong, Y. K.
    Chan, W. L.
    Tsang, K. M.
    NEUROCOMPUTING, 2010, 74 (1-3) : 230 - 238
  • [26] Global synchronization of N neurons in external electrical stimulation via active control
    Li, Huiyan
    Zhang, Ronghua
    Wang, Jiang
    Deng, Bin
    Dong, Feng
    2008 30TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-8, 2008, : 2485 - +
  • [27] Chaotic Synchronization of Two Electrical Coupled Neurons with Unknown Parameters Based on Adaptive Control
    Wang Xing-Yuan
    Ren Xiao-Li
    CHINESE PHYSICS LETTERS, 2011, 28 (05)
  • [28] Synchronization of FitzHugh-Nagumo neurons in external electrical stimulation via nonlinear control
    Wang, Jiang
    Zhang, Ting
    Deng, Bin
    CHAOS SOLITONS & FRACTALS, 2007, 31 (01) : 30 - 38
  • [29] Introducing internal model to robust output synchronization of FitzHugh-Nagumo neurons in external electrical stimulation
    Wei, Xile
    Wang, Jiang
    Deng, Bin
    COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2009, 14 (07) : 3108 - 3119
  • [30] Chaotic synchronization of two coupled neurons via nonlinear control
    Wang Jiang
    Deng Bin
    PROCEEDINGS OF THE 24TH CHINESE CONTROL CONFERENCE, VOLS 1 AND 2, 2005, : 1587 - 1590
12345