Impulsive robust control of interval Hopfield neural networks

被引：0

作者：

Zhang, YP ^{[1
]}

Sun, JT ^{[1
]}

机构：

[1] Tongji Univ, Dept Appl Math, Shanghai 200092, Peoples R China

来源：

ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 1, PROCEEDINGS | 2005年 / 3496卷

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper discusses impulsive control and synchronization of interval Hopfield neural networks (HNN for short). Based on the matrix measure and new comparison theorem, this paper presents an impulsive robust control scheme of the interval HNN. We derive some sufficient conditions for the stabilization and synchronization of interval Hopfield neural networks via impulsive control with varying impulsive intervals. Moreover, the large upper bound of impulsive intervals for the stabilization and synchronization of interval HNN can be obtained.

引用

页码：222 / 228

页数：7

共 50 条

[31] Global exponential stability of delayed impulsive Hopfield type neural networks
Xu, BJ
Wang, Q
Shen, Y
Liao, XX
ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 1, PROCEEDINGS, 2005, 3496 : 181 - 186
[32] Boundedness and periodicity for impulsive functional differential equations with applications to impulsive delayed Hopfield neural networks
Chen, Guoping
Shen, Jianhua
DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES A-MATHEMATICAL ANALYSIS, 2007, 14 (02): : 177 - 187
[33] Robust synchronization of coupled delayed neural networks under general impulsive control
Zhang, Yinping
Sun, Jitao
CHAOS SOLITONS & FRACTALS, 2009, 41 (03) : 1476 - 1480
[34] Comments on "Robust stability for interval hopfield neural networks with time delay" by X. F. Liao
Wang, LS
IEEE TRANSACTIONS ON NEURAL NETWORKS, 2002, 13 (01): : 250 - 251
[35] Noise Robust Projection Rule for Hyperbolic Hopfield Neural Networks
Kobayashi, Masaki
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 31 (01) : 352 - 356
[36] Robust Stability of a Class of Fractional Order Hopfield Neural Networks
Xiao-Lei Liu
Ming-Jiu Gai
Cui-Ling Ma
Xiao-Yan Liu
Journal of Electronic Science and Technology, 2015, (02) : 153 - 157
[37] Analysis for Robust Stability of Hopfield Neural Networks with Multiple Delays
ZHANG HuaGuang JI Ce ZHANG TieYan Key Laboratory of Process Industry AutomationMinistry of EducationNortheastern UniversityShenyang
自动化学报, 2006, (01) : 84 - 90
[38] Noise Robust Projection Rule for Klein Hopfield Neural Networks
Kobayashi, Masaki
NEURAL COMPUTATION, 2021, 33 (06) : 1698 - 1716
[39] Robust stability for stochastic Hopfield neural networks with time delays
Wang, Zidong
Shu, Huisheng
Fang, Jian'an
Liu, Xiaohui
NONLINEAR ANALYSIS-REAL WORLD APPLICATIONS, 2006, 7 (05) : 1119 - 1128
[40] Robust Stability of a Class of Fractional Order Hopfield Neural Networks
Xiao-Lei Liu
Ming-Jiu Gai
Cui-Ling Ma
Xiao-Yan Liu
JournalofElectronicScienceandTechnology, 2015, 13 (02) : 153 - 157

← 1 2 3 4 5 →