New algebraic conditions for ISS of memristive neural networks with variable delays

被引：10
|
作者：
Zhong, Kai [1 ]
Yang, Qiqi [1 ]
Zhu, Song [1 ]
机构：
[1] China Univ Min & Technol, Coll Sci, Xuzhou 221116, Peoples R China
来源：
NEURAL COMPUTING & APPLICATIONS | 2017年 / 28卷 / 08期
关键词：
Input-to-state stability; Memristive neural network; Variable delays; GLOBAL EXPONENTIAL STABILITY; TO-STATE STABILITY; ASYMPTOTIC STABILITY; DEPENDENT STABILITY; ROBUSTNESS ANALYSIS; NONLINEAR-SYSTEMS; TIME; SYNCHRONIZATION; DISCRETE; STABILIZATION;
D O I：
10.1007/s00521-016-2176-0
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, a general class of memristive neural networks with variable delays is studied. By utilizing control theory and nonsmoooth analysis, two sufficient criteria ensuring input-to-state stability of memristive neural networks with variable delays are firstly obtained which are novel and more practical than the previous works in the literature. Finally, a numerical example is given to demonstrate the effectiveness of our results.
引用
收藏
页码：2089 / 2097
页数：9
相关论文
共 50 条
  • [41] Synchronization of fractional-order memristive neural networks with time delays
    Chen, Chong
    Ding, Zhixia
    Li, Sai
    Wang, Liheng
    2019 CHINESE AUTOMATION CONGRESS (CAC2019), 2019, : 2754 - 2759
  • [42] Exponential Synchronization of Memristive Neural Networks With Delays: Interval Matrix Method
    Yang, Xinsong
    Cao, Jinde
    Liang, Jinling
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 28 (08) : 1878 - 1888
  • [43] New Exponential Stability Conditions of Switched BAM Neural Networks with Delays
    Yang, Yi
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2013, 2013
  • [44] Input-to-State stability analysis for memristive Cohen-Grossberg-type neural networks with variable time delays
    Zhao, Yong
    Kurths, Juergen
    Duan, Lixia
    CHAOS SOLITONS & FRACTALS, 2018, 114 : 364 - 369
  • [45] New conditions for global exponential stability of cellular neural networks with delays
    Zhao, HY
    Cao, JD
    NEURAL NETWORKS, 2005, 18 (10) : 1332 - 1340
  • [46] New generalized Halanay inequalities and relative applications to neural networks with variable delays
    Chunsheng Wang
    Han Chen
    Runpeng Lin
    Ying Sheng
    Feng Jiao
    Boundary Value Problems, 2023
  • [47] New Results for Exponential Synchronization of Memristive Cohen–Grossberg Neural Networks with Time-Varying Delays
    Mei Liu
    Haijun Jiang
    Cheng Hu
    Neural Processing Letters, 2019, 49 : 79 - 102
  • [48] New generalized Halanay inequalities and relative applications to neural networks with variable delays
    Wang, Chunsheng
    Chen, Han
    Lin, Runpeng
    Sheng, Ying
    Jiao, Feng
    BOUNDARY VALUE PROBLEMS, 2023, 2023 (01)
  • [49] Asymptotic stability and synchronization of fractional delayed memristive neural networks with algebraic constraints
    Wu, Xiang
    Liu, Shutang
    Wang, Huiyu
    COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2022, 114
  • [50] Anti-synchronization Control of Memristive Neural Networks with Multiple Proportional Delays
    Wang, Weiping
    Li, Lixiang
    Peng, Haipeng
    Kurths, Juergen
    Xiao, Jinghua
    Yang, Yixian
    NEURAL PROCESSING LETTERS, 2016, 43 (01) : 269 - 283
12345