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
  • [21] An Overview of Dynamics Analysis and Control of Memristive Neural Networks With Delays
    Zhang L.-S.
    Jin Y.-C.
    Song Y.-D.
    Zidonghua Xuebao/Acta Automatica Sinica, 2021, 47 (04): : 765 - 779
  • [22] Exponential synchronization of coupled memristive neural networks with time delays
    Wang, Guan
    Shen, Yi
    NEURAL COMPUTING & APPLICATIONS, 2014, 24 (06): : 1421 - 1430
  • [23] Exponential synchronization of coupled memristive neural networks with time delays
    Guan Wang
    Yi Shen
    Neural Computing and Applications, 2014, 24 : 1421 - 1430
  • [24] Adaptive Lag Synchronization of Memristive Neural Networks With Mixed Delays
    Chen, Chuan
    Li, Lixiang
    Peng, Haipeng
    Yang, Yixian
    IEEE ACCESS, 2018, 6 : 40768 - 40777
  • [25] Lagrange stability of neural networks with memristive synapses and multiple delays
    Wu, Ailong
    Zeng, Zhigang
    INFORMATION SCIENCES, 2014, 280 : 135 - 151
  • [26] Multistability of Memristive Neural Networks with Time-Varying Delays
    Wu, Ailong
    Jin-E, Zhang
    COMPLEXITY, 2015, 21 (01) : 177 - 186
  • [27] Stabilization of Fuzzy Memristive Neural Networks With Mixed Time Delays
    Sheng, Yin
    Zhang, Hao
    Zeng, Zhigang
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018, 26 (05) : 2591 - 2606
  • [28] New stability conditions for BAM neural networks with time delays
    Wu, ZF
    Liao, XF
    2000 IEEE ASIA-PACIFIC CONFERENCE ON CIRCUITS AND SYSTEMS: ELECTRONIC COMMUNICATION SYSTEMS, 2000, : 323 - 326
  • [29] New passivity criteria for memristive uncertain neural networks with leakage and time-varying delays
    Xiao, Jianying
    Zhong, Shouming
    Li, Yongtao
    ISA TRANSACTIONS, 2015, 59 : 133 - 148
  • [30] Algebraic criteria for reachable set estimation of delayed memristive neural networks
    Zhao, Jiemei
    IET CONTROL THEORY AND APPLICATIONS, 2019, 13 (11): : 1736 - 1743
12345