Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Northeastern University(Natural Science)》 2004-03
Add to Favorite Get Latest Update

Dynamic Analysis of a Class of Generalized Hopfield Neural Networks with Hysteresis

JI Ce, ZHANG Hua-guang (School of Information Science & Engineering, Northeastern University, Shenyang 110004, China. Correspondent: JI Ce, E-mail: hanfj119@163.net)  
The dynamic behaviour of a class of generalized Hopfield neural networks with hysteresis is investigated. Relaxing the restriction that an interconnecting structure must be symmetrical in Hopfield neural networks, the stability of a class of the generalized Hopfield neural network models with hysteresis and asymmetric interconnecting structure is considered. The sufficient condition of the asymptotic stability of equilibrium point is given by way of constructing suitable Lyapunov functional and sectorial conditions. In the process of design and implementation of Hopfield neural networks, the condition is very applicable. The simulation results have proved further the effectiveness of the conclusion.
【Fund】: 国家自然科学基金资助项目(60244017);; 辽宁省自然科学基金资助项目(20022030);; 沈阳市自然科学基金资助项目(1022033 1 07)
【CateGory Index】: TP183
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 3 Hits
1 WANG Zhan-shan,ZHANG Hua-guang,L Hua (School of Information Science & Engineering,Northeastern University,Shenyang 110004,China.;Globally Asymptotical Stability of a Class of Delayed Neural Networks[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2006-02
2 WANG Gang~1,ZHANG Hua-guang~1,FU Dong~2(1.School of Information Science & Engineering,Northeastern University,Shenyang 110004,China;2.Liaoning Economic Occupational Technology College,Shenyang 110122,China.);Stability Analysis of Stochastic Cohen-Grossberg Neural Networks with Mixed Time Delays[J];Journal of Northe Astern University(Natural Science);2007-01
3 LI Wei-wei (School of Mathematics and Computational Science,Guilin University of Electronic Technology,Guilin 541004,China);Inquiry of the Bifurcation Phenomenon of Neural Network with Mixed Time Delays[J];Journal of Guilin University of Electronic Technology;2009-01
【Citations】
Chinese Journal Full-text Database 2 Hits
1 QUAN Yongbing1, ZHANG Huaguang1, WANG Yang2, ZHAO Zhigang3(1. School of Information Science & Engineering, Northeastern University, Shenyang 110004, China; 2. Daqing Petroleum Institute, Daqing 151400, China; 3. Shenyang Electric Power Institute, Shenyang 110036, China.;Modeling and Control Based on a New Neural Network Model[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2002-12
2 LIAO Xiao xin 1,XIAO Dong mei 2(1 Department of Control Science and Engineering,Huazhong University of Science and Technology,Wuhan 430074,China; 2 Department of Mathematics,Huazhong Normal University,Wuhan 430074,China);Globally Exponential Stability of Hopfield Neural Networks with Time varying Delays[J];ACTA ELECTRONICA SINICA;2000-04
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 GUAN Jun-biao (Dept. Math., Zhejiang Normal Univ., Jinhua 321004,Zhejiang,China);Globally exponential stability for a class of cellular neural networks with time-varying delay[J];Journal of Baoji College of Arts and Science(Natural Science Edition);2005-02
2 ZHANG Ming-jun, ZHANG Hua-guang (School of Information Science & Engineering, Northeastern University, Shenyang 110004, China. );New Fuzzy Adaptive Control Scheme[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2004-07
3 LIANG Li L(?) Shu HU Jin YANG Jin-xiang (School of Applied Mathematics,Univ.of Electron.Sci.& Tech.of China Chengdu 610054);Exponential Stability of Stochastic Neural Networks with Delay[J];Journal of University of Electronic Science and Technology of China;2007-S1
4 XU Bing-ji, LIAO Xiao-xin (Dept. of Control Sci. & Eng., Huazhong University of Science and Technology, Wuhan 430074, China);Stability of Higher-Order Hopfield Type Neural Networks with Time Delays[J];Journal of Circuits and Systems;2002-01
5 LU Li 1,ZHANG Ji-ye 2,YANG Yi-ren 1( 1.Department of Applied Mechanics and Engineering,Southwest Jiaotong University,Chengdu,Sichuan 610031,China; 2.Traction Power National Laboratory,Southwest Jiaotong Unversity,Chengdu,Sichuan 610031,China);Global Exponential Stability in Delayed Hopfield Neural Network Models[J];Acta Electronica Sinica;2002-10
6 SHEN Yi,ZHANG Yu min,LIAO Xiao xin(Department of Control Science and Engineering,HUST,Wuhan,Hubei 430074,China);Exponential Stability of Stochastic Cellular Neural Networks[J];Acta Electronica Sinica;2002-11
7 LUO Yi ping 1,2 ,DENG Fei qi 1,ZHAO Bi rong 1 1.College of automation Science and Engineering,South China University of Technology,Guangzhou,Guangdong 510640,China; 2.The Hunan Institute of Engineering,Xiangtan,Hunan 411101,China);Global Asymptotic Stability of Reaction-Diffusion Neural Networks with Distributed Delays[J];Acta Electronica Sinica;2005-02
8 YAN Yu-lian1,LIAO Wen-tong2(1.Department of Physics,Zhangzhou Normal University,Zhangzhou,Fujian 363000,China;2.Library,Zhangzhou Normal University,Zhangzhou,Fujian 363000,China);Globally Exponential Stability of Equilibrium for New-Hopfield Neural Networks[J];Acta Electronica Sinica;2008-08
9 PENG Shi-guo (Dept of applied math, Guangdong University of Technology, Guangzhou 510090);Globally Exponential Stability of Cellular Neural Networks with Time-Varying Delay[J];Chinese Journal of Engineering Mathematics;2002-02
10 LIU Jiang (Department of Mathematics, Xuzhou Normal University, Xuzhou 221116);Stability of Cohen-Grossberg Neural Networks with Time-varying Delay[J];Chinese Journal of Engineering Mathematics;2009-02
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 JIANG A-ni1,2, YUAN ZHao-hui1 (1. College of Mathematics and Econometrics, Hunan university, CHangsha Hunan 410082; 2. Math. Department, Hunan University of Arts and Science, CHangde Hunan 415000);Global Exponential Stability and Existence of Almost Periodic Solution for Cellular Networks With Mixed Delays[J];Journal of Hunan University of Arts and Science(Natural Science Edition);2006-03
2 Shanghai Jiaotong University Zhang Xingquan Peng Yinghong Ruan Xueyu Northwestern Polytechnical University Li Miaoquan Wu Shichun;Defects prediction by artificial neural network based on FEM simulation[J];FORGING & STAMPING TECHNOLOGY;1998-03
3 LIAO Xiao xin 1,XIAO Dong mei 2(1 Department of Control Science and Engineering,Huazhong University of Science and Technology,Wuhan 430074,China; 2 Department of Mathematics,Huazhong Normal University,Wuhan 430074,China);Globally Exponential Stability of Hopfield Neural Networks with Time varying Delays[J];ACTA ELECTRONICA SINICA;2000-04
4 LI Xiao dong,LIANG Xiao bo(Dept.of Physics & Electrical Information Engineering,Ningxia University,Yinchuan 750021,China);Proof of the Approximation Ability of Recurrent Neural Networks to Nonlinear Continuous Time System with Input[J];Acta Electronica Sinica;2001-01
5 JI Ce,ZHANG Hua-guang(Institute of Information Science and Engineering,Northeastern University,ShenYang,Liaoning 110004,China);Robust Stability of Time-Delayed Hopfield Neural Networks with Parameter Perturbations[J];Acta Electronica Sinica;2005-01
6 Yan Pingfan(Dept.of Automation,Tsinghua University,Beijing 100084);Capacity,Learning and Computational Complexity of Artificial Neural Networks[J];ACTA ELECTRONICA SINICA;1995-05
7 Chen Yajun (Department of Physics,Sichuan Teachers College,Sichuan,Nanchong 637002) Xu Xiaoming,Yang Yupu (Department of Automation,Shanghai Jiaotong University,Shanghai 200030);Exponential Stability of Asymmetric Hopfield Neural Networks with Time Delay and the Estimation of Convergence Rate[J];ACTA ELECTRONICA SINICA;1999-02
8 Zhao Weirui; Ruan Jiong(Department of Mathematics);Stability of continuous Hopfield neural networks with delay[J];;1994-02
9 DENG Xi-jun(School of Information Science and Mathematics,Yangtze University,Jingzhou 434023,China);Travelling wavefronts for the diffusive Nicholson's blowflies equation with spatio-temporal delay[J];Journal of Guilin University of Electronic Technology;2006-06
10 WANG Ling,ZHENG Dazhong (Dept.of Automation,Tsinghua University,Beijing 100084);Stability Analysis for Several Classes of Dynamical Feedback Neural Networks[J];Computing Technology and Automation;2002-01
【Secondary References】
Chinese Journal Full-text Database 3 Hits
1 WANG Zhan-shan,ZHANG Hua-guang,GUAN Huan-xin(School of Information Science & Engineering,Northeastern University,Shenyang 110004,China.);Global Asymptotical Stability for Cellular Neural Networks with Both Multiple and Distributed Delays[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2006-12
2 ZHANG Rui,WANG Zhan-shan,JING Yuan-wei (School of Information Science & Engineering,Northeastern University,Shenyang 110004,China.);Exponential Stability of a Class of Static Neural Networks with Time Varying Delay[J];Journal of Northeastern University(Natural Science);2009-05
3 CUI Zhan-wei(College of Mathematics Science,Inner Mongolia Normal University,Huhhot 010022,China);Mean Square Exponential Stability of Cohen-Grossberg Cellular Neural Networks with Multiple Time-Varying Delays and Distributed Time Delays[J];Journal of Inner Mongolia Normal University(Natural Science Edition);2008-04
【Secondary Citations】
Chinese Journal Full-text Database 2 Hits
1 ZHANG Sen,HAN Zhi tao,ZHANG Hua guang (School of Information Science and Engineering,Northeastern University,Shenyang 110006,China);A Neural Network Adaptive Control Scheme[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2000-02
2 ZHANG Huaguang QUAN Yongbing (Department of Automatic Control, Northeastern University, Shenyang 110006);MODELING AND CONTROL BASED ON FUZZY HYPERBOLIC MODEL[J];;2000-06
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved