Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《JOURNAL OF UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA》 1996-01
Add to Favorite Get Latest Update

The Stability of General Neural Network

Zhong Shouming;Li Zhengliang(Dept.of Applied Mathemitics,UEST of China Chengdu 610054)  
This paper,studies the problem of the stability for general neural network.By the method of variation of parameters,the method of the Liapunov function and inequality analysis,the authors established sufficient conditions of the global k-exponential stability and the global asymptotic stability for the neural network.In particular,the stability theorem for Hpofield model and linear exchange link model is obtained.
【CateGory Index】: TP18
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 7 Hits
1 Han Zhongming (Department of Mthematics,Leshan Teacher's College,Leshan614004,Sichuan);An analysis of the stability of Hopfield Neural Networks wish Time-delay[J];Journal of Aba Teachers College;2002-02
2 Qiu Yalin(Dept. of Mathematics Longyan Feacher's College Longyan 364000);Stability of General Neural Network with Time-delay[J];JOURNAL OF UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA;1999-05
3 Zhu Wenli (Dept. of Applied Mathematics, UEST of China Chengdu 610054);Stability Analysis of Time-delay Hopfield Neural Networks[J];JOURNAL OF UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA;2000-05
4 Li Guihua (CAAC Flying College Sichuan Guanghan 618307) Zhong Shouming Jing Ming (Dept. of Applied Mathematics, UEST of China Chengdu 610054);L~2-Gain Stability of Neural Networks[J];Journal of University of Electronic Science and Technology of China;2001-04
5 Chen Zhongzhe (College of Mechamical Electromechanical Eng., UEST of China Chengdu 610054);A Method of Qualitative Analysis of Neural Networks[J];Journal of University of Electronic Science and Technology of China;2002-03
6 HAN Zhong-ming (Department of Mathematics, Leshan Teachers college Sichuan Leshan 614004);K-Stability of General Neural Network With-Delay[J];Journal of University of Electronic Science and Technology of China;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
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 Zhang Hua(Dept.of Applied Mathematics,UEST of China,Chengdu,Sichuan;THE CONNECTIVE STABILITY OF THE NEUTRAL DIFFERENTIAL LARGE-SCALE SYSTEM WITH VARIABLE DELAY[J];Journal of University of Electronic Science and Technology of China;1991-04
2 Qiu Yalin(Dept. of Mathematics Longyan Feacher's College Longyan 364000);Stability of General Neural Network with Time-delay[J];JOURNAL OF UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA;1999-05
3 Zhu Wenli (Dept. of Applied Mathematics, UEST of China Chengdu 610054);Stability Analysis of Time-delay Hopfield Neural Networks[J];JOURNAL OF UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA;2000-05
4 Li Guihua (CAAC Flying College Sichuan Guanghan 618307) Zhong Shouming Jing Ming (Dept. of Applied Mathematics, UEST of China Chengdu 610054);L~2-Gain Stability of Neural Networks[J];Journal of University of Electronic Science and Technology of China;2001-04
5 Cao Kecai Zhong Shouming (Dept. of Applied. Mathematic., UEST of China Chengdu 610054);The Stability Conditions of Time-varying and Neural Large-scale Systems[J];Journal of University of Electronic Science and Technology of China;2001-06
6 Cao Kecai Zhong Shouming Liu Bisen (School of Applied Mathematics, UEST of China Chengdu 610054);BIBO and Robust Stabilization for System with Time-Delay and Nonlinear Perturbations[J];Journal of University of Electronic Science and Technology of China;2003-06
7 Zhong Shouming ;FuYingding(Dept.of Applied Mathematics,UEST of China Chengdu 610054);THE ROBUST STABILIZATION OF UNCERTAIN DISCRETE-TIME YSTEM WITH DELAY[J];JOURNAL OF UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA;1994-05
8 Xu Daoyi(Dept.of Mathematies,Sichuan Normal University Chengdu 610066)Zhong Shoumang(Dept.of Applied Mathematies,UEST of China Chengdu 610054);The BIBO Stasbilization of Multivariable Feedback Systems[J];JOURNAL OF UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA;1995-01
9 Zhong Shouming;Yang Ye(Dept. of Applied Mathemitics,UEST of China Chengdu 610054);k-Global Stability of Hopfield Neural Networks[J];JOURNAL OF UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA;1995-06
10 ZHANG Yi and ZHONG Shouming(Department of Applied Mathematics,University of Electronic Science and Technology of China· Chengdu, 610054,PRC)   WANG Li(Department of Basic Science,Yun Nan Potylechnic· Kunming, 650051,PRC);Global Stability of Neural Networks with Infinite Delay[J];CONTROL THEORY & APPLICATIONS;1998-02
【Secondary References】
Chinese Journal Full-text Database 8 Hits
1 Han Zhongming (Department of Mthematics,Leshan Teacher's College,Leshan614004,Sichuan);An analysis of the stability of Hopfield Neural Networks wish Time-delay[J];Journal of Aba Teachers College;2002-02
2 Li Guihua (CAAC Flying College Sichuan Guanghan 618307) Zhong Shouming Jing Ming (Dept. of Applied Mathematics, UEST of China Chengdu 610054);L~2-Gain Stability of Neural Networks[J];Journal of University of Electronic Science and Technology of China;2001-04
3 Chen Zhongzhe (College of Mechamical Electromechanical Eng., UEST of China Chengdu 610054);A Method of Qualitative Analysis of Neural Networks[J];Journal of University of Electronic Science and Technology of China;2002-03
4 ZHU Wen-li1, ZHANG Jie2 (1.Dept.of Economics Mathematics,SWUFE Chengdu 610000; 2.Sichuan Institute of Light Ind. & Chem.Tech. Sichuan Zigong 643033);Stability Analysis of Periodic Solution of Variable Coefficient and Time-Delay Hopfield Neural Networks[J];Journal of University of Electronic Science and Technology of China;2005-01
5 HAN Zhong-ming (Department of Mathematics, Leshan Teachers college Sichuan Leshan 614004);K-Stability of General Neural Network With-Delay[J];Journal of University of Electronic Science and Technology of China;2005-02
6 CHEN Wen-yu 1, LIU Jing-bo 1,2, and SUN Shi-xin1 (1. School of Computer Science and Engineering, University of Electronic Science and Technology of China Chengdu 610054; 2. School of Mathematics and Computer Science, Chongqing Three Gorges University Wanzhou Chongqing 404000);Method for Neural Network Ensemble Based on Analytical Hierarchy Process[J];Journal of University of Electronic Science and Technology of China;2008-03
7 HAN Zhongming(Department of Mathematics, Leshan Teacher's College, Leshan 614004, Sichuan);K-Stability of Hopfield Neural Networks with Delays[J];Journal of Sichuan Normal University(Natural Science);2003-01
8 LI Hong wei (Dept.of Math.,Xinyang Teachers College,Xinyang 464000,China);Global exponential stability of delay Hopfield neural networks[J];Journal of Xinyang Teachers College(Natural Science Edition);2001-03
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved