Stabilization of chaotic neural networks with time-varying delays via non-periodically intermittent control

被引:0
|
作者
Zhao Zhenjiang [1 ]
Song Qiankun [2 ]
机构
[1] Huzhou Teachers Coll, Dept Math, Huzhou 313000, Peoples R China
[2] Chongqing Jiaotong Univ, Dept Math, Chongqing 400074, Peoples R China
关键词
Chaotic Neural Networks; Time-Varying Delay; Non-Periodically Intermittent Control; Stability; Linear Matrix Inequality; EXPONENTIAL STABILIZATION; DISTRIBUTED DELAYS; NEUTRAL-TYPE; STABILITY; SYNCHRONIZATION; SYSTEMS;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a class of chaotic neural networks with time-varying delays are considered without assuming the differentiability of the time-varying delays, and the stabilization for the considered neural networks is investigated via intermittent control with non-fixed both control period and control width. A delay-dependent criterion for checking the stabilization of the neural networks are presented by employing Lyapunov-Krasovskii functional and using the matrix inequality techniques. The obtained results extend ones on stabilization of delayed neural networks by periodically intermittent control with both fixed control period and control width. An example with simulations is given to show the effectiveness of the obtained results.
引用
收藏
页码:3462 / 3467
页数:6
相关论文
共 50 条
  • [41] Exponential Projective Synchronization of Neural Networks via Hybrid Adaptive Intermittent Control with Mixed Time-Varying Delays
    Prasertsang, Patarawadee
    Botmart, Thongchai
    THAI JOURNAL OF MATHEMATICS, 2020, 18 (03): : 1269 - 1284
  • [42] Graph-theoretic approach to synchronizing stochastic coupled systems with time-varying delays on networks via periodically intermittent control
    Guo, Beibei
    Wu, Yinhu
    Xiao, Yu
    Zhang, Chiping
    APPLIED MATHEMATICS AND COMPUTATION, 2018, 331 : 341 - 357
  • [43] The stabilization of BAM neural networks with time-varying delays in the leakage terms via sampled-data control
    Li Li
    Yongqing Yang
    Guang Lin
    Neural Computing and Applications, 2016, 27 : 447 - 457
  • [44] The stabilization of BAM neural networks with time-varying delays in the leakage terms via sampled-data control
    Li, Li
    Yang, Yongqing
    Lin, Guang
    NEURAL COMPUTING & APPLICATIONS, 2016, 27 (02): : 447 - 457
  • [45] Exponential Stabilization of Memristor-based Recurrent Neural Networks with Disturbance and Mixed Time Delays via Periodically Intermittent Control
    Wang, Jianmin
    Liu, Fengqiu
    Qin, Sitian
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2021, 19 (06) : 2284 - 2296
  • [46] Exponential Stabilization of Memristor-based Recurrent Neural Networks with Disturbance and Mixed Time Delays via Periodically Intermittent Control
    Jianmin Wang
    Fengqiu Liu
    Sitian Qin
    International Journal of Control, Automation and Systems, 2021, 19 : 2284 - 2296
  • [47] Fast synchronization of complex dynamical networks with time-varying delay via periodically intermittent control
    Fan, Yihan
    Liu, Hongmei
    Zhu, Yonggang
    Mei, Jun
    NEUROCOMPUTING, 2016, 205 : 182 - 194
  • [48] Periodically intermittent controlling complex dynamical networks with time-varying delays to a desired orbit
    Cai, Shuiming
    Liu, Zengrong
    Xu, Fengdan
    Shen, Jianwei
    PHYSICS LETTERS A, 2009, 373 (42) : 3846 - 3854
  • [49] Lp stabilization of positive neural networks with multiple time-varying delays
    Liang, Xue
    Wang, Xin
    Zhang, Xian
    COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2023, 126
  • [50] Finite-Time Stabilization of Competitive Neural Networks With Time-Varying Delays
    Sheng, Yin
    Zeng, Zhigang
    Huang, Tingwen
    IEEE TRANSACTIONS ON CYBERNETICS, 2022, 52 (11) : 11325 - 11334