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《JOURNAL OF UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA》 2000-05
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Stability Analysis of Time-delay Hopfield Neural Networks

Zhu Wenli (Dept. of Applied Mathematics, UEST of China Chengdu 610054)  
This paper studies time-delay neural networks, and establishes the necessary and sufficient condition for the existence and unique of the nerwork's equilibrium point. According to the matrix theory, the method of variations of the parameters and the method of inequality analysis, the sufficient conditions of globally exponential stability of time-delay Hopfield neural networks is established.
【Fund】: 国家自然科学基金!基金号:6987100
【CateGory Index】: TP18
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【References】
Chinese Journal Full-text Database 3 Hits
1 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
2 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
3 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
【Citations】
Chinese Journal Full-text Database 2 Hits
1 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
2 Zhong Shouming;Li Zhengliang(Dept.of Applied Mathemitics,UEST of China Chengdu 610054);The Stability of General Neural Network[J];JOURNAL OF UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA;1996-01
【Co-citations】
Chinese Journal Full-text Database 10 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 Xin-hai (Mathematics Department,Baicheng Normal College,Baicheng 137000,China);An Analysis and Promotion of Property of Bi-antisysmetric Matrix[J];Journal of Baicheng Normal College;2007-06
3 Sun Yuxiang(Jilin Teacher' s College)Zheng Min(No. 4 Middle School of Jilin);Sufficient Conditions for Nonsinguiar M-Matrices[J];;1996-05
4 Ma Liguaug(TV University of Jilin City,Jilin City);Some Results on the Linear Equations[J];;1998-01
5 HOU Man~1,HOU Jia~2,WANG Han-yu~3(1.Physical Education Department of Beijing Normal University,Beijing,100875,China;2.Physical Education College,Hebei Normal University,Shijiazhuang,050016,Hebei China;3.Beijing Union University,Collage of Applied Arts Sciences and Humanities,Department of Biochemistry Beijing,100083,China);Research on the Function of Electromagnetic Field on the Recovery of Injured Thighbone[J];Journal of Beijing Sport University;2006-01
6 NIU Shao-zhang~1,GUO Fen-hong~2,NIU Xin-xin~2 (1. Science School, Beijing University of Posts and Telecommunications, Beijing 100876, China; 2. Information Engineering School, Beijing University of Posts and Telecommunications, Beijing 100876, China);Digital Watermarking Algorithm Based on Diagonally Dominant Matrix[J];Journal of Beijing University of Posts and Telecommunications;2004-06
7 Niu Shaozhang(Department of Basic sciences,Beijing University of Posts and Telecommunications,Beijing 100088);LU Decompositions on a Kind of Complex Matrices[J];JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS;1995-02
8 Xu song (Department of Mathematies, Beijing Nounal University, 100875, Beijing, China);ASYMPTOTIC PROPERTIES OF AN ESTIMATOR IN NONLINEAR ERRORS-IN-VARIABLE REGRESSION MODEL[J];JOURNAL OF BEIJING NORMAL UNIVERSITY(NATURAL SCIENCE);1998-04
9 Liang Yanlai1,2),Yang Zhenghong1,3),Chen Gongning 1) ( 1)Department of Mathematics, Beijing Normal University, 100875, Beiji ng, China; 2)Department of Mathematics and Computer sciences, Yulin Teacher's College, 5370 00, Yulin, Guangxi, China; 3)Department of Engeneering Sciences, China Agricultural University, 100083, Bei jing, China);SOME PROPERTIES OF POLYNOMIAL BEZOUTIAN MATRIX WITH RESPECT TO A GENERAL BASIS[J];Journal of Beijing Normal University(Natural Science);2003-01
10 ZHANG Xiuping CHEN Lei(School of Mathematical Science; Key Laboratory of Mathematics and Complex Systems,Ministry of Education: Beijing Normal University,100875,Beijing,China);THE MOORE-PENROSE INVERSE OF A SPECIAL MATRIX[J];Journal of Beijing Normal University(Natural Science);2009-04
【Co-references】
Chinese Journal Full-text Database 7 Hits
1 Zhong Shouming;Li Zhengliang(Dept.of Applied Mathemitics,UEST of China Chengdu 610054);The Stability of General Neural Network[J];JOURNAL OF UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA;1996-01
2 Zhong Shouming(Dept.of Applied Mathematies,UEST of China Chengdu 610054);Stability of Large-scale Delay-differential Systems with Uncertainty[J];JOURNAL OF UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA;1996-01
3 Lu Hongtao;He Zhenya(Dept.of Radio Engineering,Southeast University,Nanjing 210096);Unconditioned Stability of Cellular Neural Networks with Delay[J];Acta Electronica Sinica;1997-01
4 Zhong Shouming(Department of Applied Mathematics.University of Electronic Science and Technology of China,Chengdu 610054);Stability of Cellular Neural Networks with Delay[J];Acta Electronica Sinica;1997-02
5 Chen Yaiun(Department of Physics,Sichuan Teachars College Sichuan Nanchong 637002)Xu Xiaoming; Yang Yupu(Department of Antomation, Shanghai Jiaotong University, Shanghai 200030);Necessary and Sufficient Condition for Absolute Stability of a Class of Continuous Hopfield Neural Network[J];ACTA ELECTRONICA SINICA;1998-08
6 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
7 Cao Jinde (Adult Education College, Yunnan University, Kunming 650091,P.R.China) Li Jibin (Kunming University of Science and Technology, Kunming 650093,P.R.China);The Stability in Neural Networks with Interneuronal Transmission Delays[J];APPLIED MATHEMATICS AND MECHANICS;1998-05
【Secondary References】
Chinese Journal Full-text Database 3 Hits
1 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
2 ZHANG Li-juan,WU Yan(Department of Mathematics and Informational Science,Yantai University,Yantai 264005,China);Almost Periodic Solutions for Cellular Neural Networks with Variable Connection Weights and Variable Delay[J];Journal of Yantai University(Natural Science and Engineering Edition);2006-04
3 Xiu-Zhi Gao, Shou-Ming Zhong School of Applied Mathematics, University of Electronic Science and Technology of China, Chengdu, 610054, China Bing-Tao Wang School of Mathematics and Computational Science, Xiangtan University, Hunan, 411105, China;Stability of a Class of Neural Networks with Asymmetric Connection Weights[J];中国电子科技(英文版);2008-03
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