Finite-time stochastic synchronization of time-delay neural networks with noise disturbance

被引：24
|
作者：
Shi, Xuerong [1 ,2 ]
Wang, Zuolei [1 ]
Han, Lixin [2 ]
机构：
[1] Yancheng Teachers Univ, Sch Math & Stat, Yancheng, Peoples R China
[2] Hohai Univ, Comp & Informat Engn Coll, Nanjing, Jiangsu, Peoples R China
来源：
NONLINEAR DYNAMICS | 2017年 / 88卷 / 04期
基金：
中国国家自然科学基金;
关键词：
Finite-time stochastic synchronization; Time-delay neural network; Noise disturbance; DYNAMICAL NETWORKS; SYSTEMS; STABILITY; PARAMETERS;
D O I：
10.1007/s11071-017-3408-2
中图分类号：
TH [机械、仪表工业];
学科分类号：
0802 ;
摘要：
The finite-time stochastic synchronization of time-delay neural networks with noise disturbance is investigated according to finite-time stability theory of stochastic differential equation. Via constructing suitable Lyapunov function and controllers, finite-time stochastic synchronization is realized and sufficient conditions are derived. By analyzing the synchronization progress, factors affecting the convergence speed are given and feasible suggestions are proposed to improve the convergence rate. Finally, numerical simulations are given to verify the theoretical results.
引用
收藏
页码：2747 / 2755
页数：9
相关论文
共 50 条
  • [21] Synchronization Analysis of Coupled Stochastic Neural Networks with On–Off Coupling and Time-Delay
    Guan Wang
    Yi Shen
    Quan Yin
    Neural Processing Letters, 2015, 42 : 501 - 515
  • [22] Finite-Time Topology Identification Function Projective Synchronization of Cohen-Grossberg Neural Networks with Time Delays and Stochastic Disturbance
    Han, Min
    Zhang, Yamei
    2016 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2016, : 750 - 755
  • [23] Finite-time synchronization of T-S fuzzy memristive neural networks with time delay
    Gong, Shuqing
    Guo, Zhenyuan
    Wen, Shiping
    FUZZY SETS AND SYSTEMS, 2023, 459 : 67 - 81
  • [24] Semiglobal finite-time synchronization of complex networks with stochastic disturbance via intermittent control
    Jiang, Wenlin
    Li, Liangliang
    Tu, Zhengwen
    Feng, Yuming
    INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2019, 29 (08) : 2351 - 2363
  • [25] Finite-time synchronization of stochastic memristor-based delayed neural networks
    Yanchao Shi
    Peiyong Zhu
    Neural Computing and Applications, 2018, 29 : 293 - 301
  • [26] Synchronization in pth Moment for Stochastic Chaotic Neural Networks with Finite-Time Control
    Xu, Yuhua
    Wang, Jinmeng
    Zhou, Wuneng
    Wang, Xin
    COMPLEXITY, 2019, 2019
  • [27] Finite-time synchronization of stochastic memristor-based delayed neural networks
    Shi, Yanchao
    Zhu, Peiyong
    NEURAL COMPUTING & APPLICATIONS, 2018, 29 (06): : 293 - 301
  • [28] Finite-time: anti-synchronization of Stochastic Delayed Memristive Neural Networks
    Xiao, Jian
    Li, Meng
    Wang, Peng
    2018 CHINESE AUTOMATION CONGRESS (CAC), 2018, : 2721 - 2726
  • [29] Finite-time stochastic synchronization of genetic regulatory networks
    Jiang, Nan
    Liu, Xiaoyang
    Yu, Wenwu
    Shen, Jun
    NEUROCOMPUTING, 2015, 167 : 314 - 321
  • [30] Synchronization of Stochastic Multilayer Networks by Finite-Time Controller
    Xie, Chengrong
    Gao, Qingwu
    Zhang, Xin
    Xia, Qing
    Xu, Yuhua
    IEEE ACCESS, 2023, 11 : 249 - 255
12345