Adaptive Control Strategy for Projective Synchronization of Neural Networks

被引：0
|
作者：
Abdurahman, Abdujelil [1 ]
Hu, Cheng [1 ]
Muhammadhaji, Ahmadjan [1 ]
Jiang, Haijun [1 ]
机构：
[1] Xinjiang Univ, Coll Math & Syst Sci, Urumqi, Xinjiang Uyghur, Peoples R China
来源：
ADVANCES IN NEURAL NETWORKS, PT I | 2017年 / 10261卷
关键词：
Neural network; Projective synchronization; Adaptive control; TIME-VARYING DELAYS; CHAOTIC SYSTEMS; LAG SYNCHRONIZATION;
D O I：
10.1007/978-3-319-59072-1_30
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, we studied the projective synchronization of a type of chaotic neural networks (NNs) by introducing a novel adaptive control strategy. We obtained some useful sufficient criteria for the projective synchronization of considered networks via designing novel adaptive controller and introducing a suitable Lyapunov function. In addition, we gave a numerical example to validate the feasibility of the obtained results. It is worth to mention that the projective synchronization is a very general and it includes chaos stabilization, anti-synchronization and complete synchronization as its special cases.
引用
收藏
页码：253 / 260
页数：8
相关论文
共 50 条
  • [31] On boundedness and projective synchronization of distributed order neural networks
    Mahmoud, Gamal M.
    Aboelenen, Tarek
    Abed-Elhameed, Tarek M.
    Farghaly, Ahmed A.
    APPLIED MATHEMATICS AND COMPUTATION, 2021, 404 (404)
  • [32] Adaptive observer-based projective synchronization for chaotic neural networks with mixed time delays
    Tourani, S.
    Rahmani, Z.
    Rezaie, B.
    CHINESE JOURNAL OF PHYSICS, 2016, 54 (02) : 285 - 297
  • [33] ADAPTIVE PROJECTIVE SYNCHRONIZATION OF MEMRISTIVE NEURAL NETWORKS WITH TIME-VARYING DELAYS AND STOCHASTIC PERTURBATION
    Li, Ruoxia
    Wu, Huaiqin
    Zhang, Xiaowei
    Yao, Rong
    MATHEMATICAL CONTROL AND RELATED FIELDS, 2015, 5 (04) : 827 - 844
  • [34] Adaptive synchronization for memrisitive neural networks
    Dong, Xinmiao
    Wang, Xin
    2017 14TH INTERNATIONAL WORKSHOP ON COMPLEX SYSTEMS AND NETWORKS (IWCSN), 2017, : 50 - 54
  • [35] Synchronization of delayed fuzzy cellular neural networks based on adaptive control
    Ding, Wei
    Han, Maoan
    PHYSICS LETTERS A, 2008, 372 (26) : 4674 - 4681
  • [36] Exponential stochastic synchronization of coupled neural networks with adaptive intermittent control
    Sun, Haiyi
    Li, Ning
    Chen, Zhongtang
    Miao, Shuxian
    PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, : 995 - 1000
  • [37] 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
  • [38] Robust Adaptive Synchronization Control for a Class of Perturbed and Delayed Neural Networks
    Jin, Xiaozheng
    Guan, Wei
    Ye, Dan
    NEURAL PROCESSING LETTERS, 2014, 39 (03) : 219 - 234
  • [39] Adaptive projective synchronization of dynamical networks with distributed time delays
    Rao, Pengchun
    Wu, Zhaoyan
    Liu, Meng
    NONLINEAR DYNAMICS, 2012, 67 (03) : 1729 - 1736
  • [40] Adaptive projective synchronization of dynamical networks with distributed time delays
    Pengchun Rao
    Zhaoyan Wu
    Meng Liu
    Nonlinear Dynamics, 2012, 67 : 1729 - 1736
12345