期刊文献+

带反应扩散项的时滞双向联想记忆神经网络的全局指数稳定性

Global Exponential Stability of Delayed BAM Neural Networks with Reaction-diffusion Terms
下载PDF
导出
摘要 本文研究带反应扩散项的BAM神经网络的全局指数稳定性.改进和推广了文献[9]的工作. A simple criterion is derived for the global exponential stability of delayed bi-directional associative memory neural networks with reaction-diffusion terms and time-varying delays. Some previous resuhs[9] are improved and extended in this paper.
作者 陈安平
出处 《湘南学院学报》 2006年第2期1-7,17,共8页 Journal of Xiangnan University
基金 湖南省教育厅自然科学研究基金重点项目(05A057 03C009 04C613)
关键词 双向联想记忆神经网络 反应扩散 全局指数稳定性 时滞 bi-directional associative memory neural networks reaction-diffusion global exponential stability delay
  • 相关文献

参考文献9

  • 1B Kosko.Adaptive bi-directional associative memories[J].Appl Opt.1987,26(23):4947-4960.
  • 2B Kosko.Bi-directional associative memories[J].IEEETrans.Systems Man Cybernet.,1988,18(1):49-60.
  • 3B Kosko.Neural Networks and Fuzzy Systems-a Dynamical System Approach to Machine Intelligence[J].Prentice-Hall,Englewood Cliffs,NJ,1992:38-108.
  • 4J Liang,J Cao.Global exponential stability of reaction-diffusion fecurrent neural networks with time-varying delays[J].Physics Letters A,2003,314:434-442.
  • 5廖晓昕,傅予力,高健,赵新泉.具有反应扩散的Hopfield神经网络的稳定性[J].电子学报,2000,28(1):78-80. 被引量:26
  • 6X Liao,S Yang,S Cheng,Y Shen.Stability of generalized neural networks with reaction-diffusion terms[J].Science in China(Series E),2002,32(1):87-94.
  • 7L Wang,D Xu.Global exponential stability of reaction-diffusion Hopfield neural networks with variable delays[J].Sci.China Ser.E 2003,33(6):488.
  • 8J Cao,L Wang.Exponential stability and periodic oscillatory solution in BAM networks with delays[J].IEEE Trans.Neural Networks2002,13(2):457-463.
  • 9J T Schwartz.Nonlinear Functional Analysis[M].New York:Gordon Breach,1969.

二级参考文献4

  • 1Xiao Xinlian,Nonlinear Analysis Theorem Methods Applications,1997年,28卷,10期,1751页
  • 2Kong Qingkai,Nonlinear Nonlinear Analysis Theory Methods Applications,1995年,25卷,11期,1237页
  • 3He Qiming,Neural Parallel Scientific Computations,1994年,2期,165页
  • 4Cohen M A,IEEE Trans System Man Cybern,1983年,13卷,5期,815页

共引文献25

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部