Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Mathematics in Practice and Theory》 2013-01
Add to Favorite Get Latest Update

Globally Stability of DCNNS with Variable Coefficients

YUAN Jian-hui~1,CHEN Hai-ning~1,JIANG Hui-qin~1,LIU Hai-fei~2 (Economy and Management School,Nanjing University of Information Science & Technology,Nanjing 210044, China)  
In this Letter,we discuss delayed Hopfield neural networks of variable coefficients and distribution,based on globally Lipschitz continuous activation functions,the equilibrium point and the Lyapunov functional method.Sufficient condition ensuring Globally symptotical Stability of neural networks are given.
【Fund】: 国家自然科学基金项目(70671053 70701016 10726072);; 江苏省教育厅哲学社会科学基金(06SJD630037);; 南京信息工程大学科研基金(Y639);; 气象软科学基金(2012058);; 教育部人文社科基金(12YJC790246);; 自然科学基金(71271118)
【CateGory Index】: TP183
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 1 Hits
1 Cao Jinde 1, Lin Yiping 2 (1 Adult Education College,Yunnan University, Kunming 650091,P R China; 2 Department of Basic Course, Kunming University of Science and Technology, Kunming 650093,P R China);Stability of a Class of Neural Network Models with Delay[J];APPLIED MATHEMATICS AND MECHANICS;1999-08
Chinese Journal Full-text Database 10 Hits
1 RONG Xiaojian1,XU Rui2,YANG Jianfa1,ZHAO Xiaoqing1(1.Department of Basic Courses,Institute of Shijiazhuang Railway Technology,Hebei Shijiazhuang 050041,China;2.Department of Basic Courses,Ordnance Engineering College,Hebei Shijiazhuang 050003,China);Global Stability of a Hopfield Network with Time Delays[J];Journal of Hebei Normal University(Natural Science Edition);2010-04
2 CUI Wei -ye; ZHAO Hong-yong ( Department of Mathematics, Qiqiharer University, Qiqiharer 161000, China; Institute of Mathematics, Sichuan University, Chengdu 610064, China);Global attracting set of a type of neutral hopfield neural network[J];Journal of Natural Science of Heilongjiang University;2000-04
3 Zhou Siwang Gao Xieping Shen Yu (College of Information and Engineering,Xiangtan University,Xiangtan411105);Approaches on Attraction Domain and Exponential Convergent Rate of High-order Hopfield Associative Memory Neural Networks with Time Delays[J];Computer Engineering and Applications;2003-32
4 Cao Guangyu Lu Jinhua (School of Mathematical Science and Computing Technology,CSU,C hangsha,410075);Research of the Stability of Delayed Cellular Networks[J];Mathematical Theory and Applications;2008-03
5 Lu Jinhua Cao Guangyu (School of Mathematical Science and Computing Technology,CSU,C hangsha,410075);Stability Analysis of Delayed Cellular Neural Networks[J];Mathematical Theory and Applications;2008-03
6 Shen Shaowei(Department of Mathematics, Zhejiang Normal University, Jinhua Zhejiang 321004, China);Global Attractivity and Global Exponential Stability for Hopfield Neuranl Networks with Delay[J];Journal of Lishui Teachers College;2005-02
7 QIU Ya lin (Department of Mathematics, Longyan Teacher's College, Longyan 364000,Fujian);Stability of a Class of Neural Network Models with Delays[J];JOURNAL OF SICHUAN NORMAL UNIVERSITY(NATURAL SCIENCE);2000-01
8 Qiu Yalin (Department of Mathematics Longyan Teacher′s College, Fujian Longyan 364000);Positive Invariant and Attracting Sets of Hopfield Neural Networks with Variable Delays[J];Journal of Mathematical Study;2002-02
9 CHEN Wan-yi (College of Mathematical Science, Nankai University, Tianjin 300071 China);On the Globally Asymptotic Stability for a Class of Hopfield Neural Networks with Delays[J];Journal of Biomathematics;2004-02
10 Li Hongwei(Department of Applied Mathematics, Shanghai University of Finance and Economics, Shanghai 200433, China);Global Exponential Stability of Delay Hopfield Neural Networks[J];Acta Mathematiea Scientia;2002-02
China Proceedings of conference Full-text Database 1 Hits
1 Chen Wanyi (College of Mathematical Science, Nankai University, Tianjin 300071, P. R. China);On The Globally Asymptotic Stability for a Class of Hopfield Neural Networks with Delays[A];[C];2003
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved