The pth Moment Exponential Synchronization of Drive-Response Memristor Neural Networks Subject to Stochastic Perturbations

被引：0
|
作者：
Wang, Xiaobo [1 ,2 ]
Wu, Xuefei [3 ]
Nie, Zhe [4 ]
Yan, Zengxian [5 ]
机构：
[1] Nanjing Univ Aeronaut & Astronaut, Coll Econ & Management, Nanjing 211106, Jiangsu, Peoples R China
[2] Nanjing Xiaozhuang Univ, Business Sch, Nanjing 211171, Peoples R China
[3] Shenzhen Polytech, Artificial Intelligence Sch, Shenzhen 518055, Peoples R China
[4] Shenzhen Polytech, Digital Creat & Animat Sch, Shenzhen 518055, Peoples R China
[5] Guangxi Modern Polytech Coll, Hechi 547000, Guangxi, Peoples R China
来源：
COMPLEXITY | 2023年 / 2023卷
关键词：
OSCILLATORS; CONSENSUS;
D O I：
10.1155/2023/1335184
中图分类号：
O1 [数学];
学科分类号：
0701 ; 070101 ;
摘要：
In this paper, the pth moment exponential synchronization problems of drive-response stochastic memristor neural networks are studied via a state feedback controller. The dynamics of the memristor neural network are nonidentical, consisting of both asymmetrically nondelayed and delayed coupled, state-dependent, and subject to exogenous stochastic perturbations. The pth moment exponential synchronization of these drive-response stochastic memristor neural networks is guaranteed under some testable and computable sufficient conditions utilizing differential inclusion theory and Filippov regularization. Finally, the correctness and effectiveness of our theoretical results are demonstrated through a numerical example.
引用
收藏
页数：10
相关论文
共 50 条
  • [31] Projective cluster synchronization in drive-response dynamical networks
    Hu, Manfeng
    Xu, Zhenyuan
    Yang, Yongqing
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2008, 387 (14) : 3759 - 3768
  • [32] Projective lag synchronization in drive-response dynamical networks
    Al-Mahbashi, Ghada
    Noorani, Mohd Salmi Md
    Abu Bakar, Sakhinah
    INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2014, 25 (11):
  • [33] Synchronization in pth Moment for Stochastic Chaotic Neural Networks with Finite-Time Control
    Xu, Yuhua
    Wang, Jinmeng
    Zhou, Wuneng
    Wang, Xin
    COMPLEXITY, 2019, 2019
  • [34] Projective synchronization in drive-response networks via impulsive control
    Guo Liu-Xiao
    Xu Zhen-Yuan
    Hu Man-Feng
    CHINESE PHYSICS LETTERS, 2008, 25 (08) : 2816 - 2819
  • [35] Delay Synchronization of Drive-Response Boolean Networks and Boolean Control Networks
    Mu, Tiantian
    Feng, Jun-e
    Wang, Biao
    Zhu, Shuqian
    IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2023, 10 (02): : 865 - 874
  • [36] Synchronization Control of Coupled Memristor-Based Neural Networks with Mixed Delays and Stochastic Perturbations
    Chuan Chen
    Lixiang Li
    Haipeng Peng
    Yixian Yang
    Tao Li
    Neural Processing Letters, 2018, 47 : 679 - 696
  • [37] Synchronization Control of Coupled Memristor-Based Neural Networks with Mixed Delays and Stochastic Perturbations
    Chen, Chuan
    Li, Lixiang
    Peng, Haipeng
    Yang, Yixian
    Li, Tao
    NEURAL PROCESSING LETTERS, 2018, 47 (02) : 679 - 696
  • [38] Adaptive exponential synchronization in pth moment for stochastic time varying multi-delayed complex networks
    Xu, Yuhua
    Yang, Hongzheng
    Tong, Dongbing
    Wang, Yuling
    NONLINEAR DYNAMICS, 2013, 73 (03) : 1423 - 1431
  • [39] Adaptive exponential synchronization in pth moment for stochastic time varying multi-delayed complex networks
    Yuhua Xu
    Hongzheng Yang
    Dongbing Tong
    Yuling Wang
    Nonlinear Dynamics, 2013, 73 : 1423 - 1431
  • [40] On Robust Synchronization of Drive-Response Boolean Control Networks with Disturbances
    Li, Yuanyuan
    Zhong, Jie
    Lu, Jianquan
    Wang, Zhen
    Alssadi, Fuad E.
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2018, 2018
12345