Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Yunnan Normal University(Natural Sciences Edition)》 2010-01
Add to Favorite Get Latest Update

Global exponential robust stability of Hopfield neural networks with reaction-diffusion trems and S-type distributed delays

MING Qing-he YANG Yan-ping KAO Yong-gui(Zaozhuang University,Zaozhuang,277160,China)  
This paper investigates the global exponential robust stability of reaction-diffusion Hopfield neural networks with S-type distributed delays.By means of the topological degree theory M-function,M-matrix,and general Halanay inequality technique,easily verifiable suffcient conditions to guarantee the exponential robust stability of an equilibrium solution associated with temporally uniform external inputs are obtained,without assuming the monotonicity and differentiability of activation functions.The results are new and helpful for designs and applications of neural networks.
【CateGory Index】: O175.12
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 2 Hits
1 KAO Yong-gui1,GAO Cun-chen2,WANG Dian-kun3(1.Department of Mathematics,Harbin Institute of Technology,Weihai 264209,China;2.Department of Mathematics,Ocean University of China,Qiangdao 266071,China;3.College of Science,Qingdao Agricultural University,Qingdao 266071,China);Global Exponential Stability of Reaction-diffusion Hopfield Neural Netaorks with Continuously Distributed Delays[J];Mathematica Applicata;2008-03
2 WANG Lin_shan XU Dao_yi (Mathematics College, Sichuan University, Chengdu 610064, P R China) (Communicated by LI Ji_bin);STABILITY ANALYSIS OF HOPFIELD NEURAL NETWORKS WITH TIME DELAY[J];应用数学和力学(英文版);2002-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 WANG Ting(School of Math.and Comp.,Anqing Teachers'College,Anqing,246011,China);Stability of Solutions of Degenerate Nonlinear Systems with Delay[J];Journal of Anqing Teachers College(Natural Science Edition);2006-02
2 ZHAO Li chun (Department of Mathematics,Anshan Normal University,Anshan Liaoning 114005,China);The robust persistence of lotka-volterra interval system[J];Journal of Anshan Normal University;2003-06
3 AN Wei-guang1,GU Yong-wei1,2,AN Hai1(1.School of Civil Engineering,Harbin Engineering University,Harbin 150001,Heilongjiang,China;2.Offshore Oil Engineering Co.LTD,Tianjin 300045,China);Analysis of Antibending Stability and Reliability of an Elastic Body with Initial Eccentricity at High Speed Motion Underwater[J];Acta Armamentarii;2008-07
4 ZHAO Liying,LIU Kun,LIU Heping1)School of Applied Science,University of Science and Technology Beijing,Beijing 100083,China2)School of Information Engineering,University of Science and Technology Beijing,Beijing 100083,China;Robust control for a class of uncertain systems with delayed state and control[J];Journal of University of Science and Technology Beijing;2008-01
5 ZHANG Lei1,2), LIAO Fucheng1), LIU Heping2)1) School of Applied Science, University of Science and Technology Beijing, Beijing 100083, China2) School of Information Engineering, University of Science and Technology Beijing, Beijing 100083, China;Robust H_∞ Control for uncertain discrete-time systems with time-delay[J];Journal of University of Science and Technology Beijing;2008-03
6 ;含脉冲的双向联想记忆神经网络模型及其全局稳定性[J];Journal of Chengdu Electro-mechaical College;2005-04
7 WANG Ju~1,YANG Zhi-chun~2 (1. Chengdu University of Information and Technology, Chengdu 610041, China; 2. Chengdu Textile College, Chengdu 610063, China);Criterion for stability of impulsive linear differential system[J];Journal of Chengdu University of Information Technology;2004-01
8 GUO Zhi-tao,SHI Xu-chao(School of Civil Engineering and Architecture,Henan University of Technology,Zhengzhou 450052,China);Index system of early warning system of sustainable development in small town[J];Journal of Pingdingshan Institute of Technology;2006-02
9 WU Ze-gang(College of Mathematics and Computer Science,Chongqing Normal University,Chongqing 400047,China);Several New Criteria on Boundedness of Nonautonomous System[J];Journal of Chongqing Normal University(Natural Science Edition);2008-01
10 ZHANG Yue-lian(Dept. of Math.,Changde Teachers Univ. ,Changde 415000,China);Further Discussion about Uniform Lipschitz Stability for Retared Functional Differential Equations[J];Journal of Changsha University of Electric Power(Natural Science);2002-04
China Proceedings of conference Full-text Database 1 Hits
1 YU Xiao~1,YANG Guo-wei~(1,2),WANG Xiao-yan~1 (1.School of Automation Engineering,Qingdao University,Qingdao,Shandong,266071 2.Department of Electrical and Computer Engineering,University of Illinois at Chicago, Chicago,IL 60607,U.S.);Approach for Multi-granularity and Many-to-many Associative Memory Based on Incidence of Patterns[A];[C];2009
【Secondary Citations】
Chinese Journal Full-text Database 2 Hits
1 LIAO Xiao-xin1, FU Yu-li,GAO Jian1,ZHAO Xin-quan2 (1. Department of Control Science and Engineering,Huazhong University of Science and Technology Wuhan 430074;2. Department of Mathematics Huazhong Nationalities College Wuhan 430074 China);Stability of Hopfield Neural Networks with Reaction-diffusion Terms[J];ACTA ELECTRONICA SINICA;2000-01
2 ZHANG Qiang MA Runnian & Xu Jin Institute of Electronic Engineering, Xidian University, Xi'an 710071, China; Institute of Systems Engineering, Huazhong University of Science and Technology, Wuhan 430074, China;Global stability of bidirectional associative memory neural networks with continuously distributed delays[J];中国科学(F辑:信息科学)(英文版);2003-05
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved