Adaptive synchronization for memrisitive neural networks

被引：0
|
作者：
Dong, Xinmiao [1 ]
Wang, Xin [1 ]
机构：
[1] Southwest Univ, Coll Elect & Informat Engn, Chongqing 400715, Peoples R China
来源：
2017 14TH INTERNATIONAL WORKSHOP ON COMPLEX SYSTEMS AND NETWORKS (IWCSN) | 2017年
关键词：
Synchronization; Memristive neural networks; TIME-VARYING DELAYS; PROJECTIVE SYNCHRONIZATION; DYNAMICAL NETWORKS; MEMRISTOR; STABILITY; MOTION;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
The adaptive synchronization for a type of memristive neural networks is addressed in this paper. A novel algebraic synchronization criterion is proposed using the theories of differential inclusions and Lyapunov functional method. Moreover, different with some existed contributions, the adaptive control laws are constructed. Finally, the applicability and validity of the criterion are demonstrated with the help of the simulation example.
引用
收藏
页码：50 / 54
页数：5
相关论文
共 50 条
  • [21] Adaptive Pinning Synchronization of Coupled Inertial Delayed Neural Networks
    Hu, Jianqiang
    Cao, Jinde
    Cheng, Quanxin
    ADVANCES IN NEURAL NETWORKS - ISNN 2014, 2014, 8866 : 35 - 42
  • [22] Stabilization and Synchronization of Neural Networks via Impulsive Adaptive Control
    Tan, Xuegang
    He, Wangli
    Cao, Jinde
    Huang, Tingwen
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 35 (11) : 1 - 11
  • [23] Robust adaptive synchronization of a class of delayed recurrent neural networks
    School of Information Science and Engineering, Northeastern University, Shenyang 110004, China
    不详
    Xitong Fangzhen Xuebao, 2007, 22 (5182-5186):
  • [24] Adaptive synchronization of delayed neural networks based on parameters identification
    Zhou, J
    Chen, TP
    Xiang, L
    ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 1, PROCEEDINGS, 2005, 3496 : 308 - 313
  • [25] Adaptive Synchronization for a Class of Cellular Neural Networks with Pantograph Delays
    Mei, Xuehui
    Xing, Jiuju
    Jiang, Haijun
    Hu, Cheng
    Zhang, Liwei
    ABSTRACT AND APPLIED ANALYSIS, 2013,
  • [26] Adaptive synchronization of complex dynamical networks with neural networks nodes and unmatched parameters
    Qu, Yi
    Zhang, Yijun
    He, Wangli
    PROCEEDINGS OF THE 28TH CHINESE CONTROL AND DECISION CONFERENCE (2016 CCDC), 2016, : 83 - 88
  • [27] Finite-time synchronization and adaptive synchronization of memristive recurrent neural networks with delays
    Li, Xiaofan
    Fang, Jian-an
    Li, Huiyuan
    INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2018, 32 (09) : 1359 - 1376
  • [28] Adaptive synchronization of memristor-based neural networks with discontinuous activations
    Li, Yueheng
    Luo, Biao
    Liu, Derong
    Yang, Zhanyu
    Zhu, Yunli
    NEUROCOMPUTING, 2020, 381 : 196 - 206
  • [29] Adaptive Synchronization for a Class of Uncertain Fractional-Order Neural Networks
    Liu, Heng
    Li, Shenggang
    Wang, Hongxing
    Huo, Yuhong
    Luo, Junhai
    ENTROPY, 2015, 17 (10) : 7185 - 7200
  • [30] Robust Adaptive Synchronization Control for a Class of Perturbed and Delayed Neural Networks
    Xiaozheng Jin
    Wei Guan
    Dan Ye
    Neural Processing Letters, 2014, 39 : 219 - 234
12345