期刊文献+
任意字段
题名或关键词
题名
关键词
文摘
作者
第一作者
机构
刊名
分类号
参考文献
作者简介
基金资助
栏目信息

Almost sure exponential stability of neutral stochastic delayed cellular neural networks

Almost sure exponential stability of neutral stochastic delayed cellular neural networks
下载PDF
导出
摘要 In this paper, almost sure exponential stability of neutral delayed cellular neural networks which are in the noised environment is studied by decomposing the state space to sub-regions in view of the saturation linearity of output functions of neurons of the cellular neural networks. Some algebraic criteria are obtained and easily verified. Some examples are given to illustrate the correctness of the results obtained. In this paper, almost sure exponential stability of neutral delayed cellular neural networks which are in the noised environment is studied by decomposing the state space to sub-regions in view of the saturation linearity of output functions of neurons of the cellular neural networks. Some algebraic criteria are obtained and easily verified. Some examples are given to illustrate the correctness of the results obtained.
作者 Liqun ZHOU Guangda HU
机构地区 Science of Mathematics College Department of Automatic
出处 《控制理论与应用（英文版）》 EI 2008年第2期195-200,共6页
基金 the National Natural Science Foundation of China (No. 10571036) Tianjin Municipal Education Commission of China(No. 20070405)
关键词 Neutral stochastic delayed cellular neural networks Brownian motion Almost sure exponential stability Neutral stochastic delayed cellular neural networks Brownian motion Almost sure exponential stability
分类号 TP183 [自动化与计算机技术—控制理论与控制工程]
  • 相关文献

参考文献2

二级参考文献19

  • 1BLYTHE S. Stability of stochastic delay neural networks [ J ] . J of the Franklin Institute, 2001,2(1):1- 15.
  • 2MAO X, SELFRIDGE C. Stability of stochastic systems with time delays [J]. Systems & Control Letters, 2001,42(2):279- 290.
  • 3SHEN Y, LIAO X.e?AExponential stability of stochastic differential delay equations [J]. Actc Mathematica Scientia, 1999,19(2) : 211-218.
  • 4MAO X. Razumikhin-type theorems on exponential stability of stochastic functional differential equations [J]. Stochastic Processes and their Applications, 1996,65 ( 2 ) : 233 - 250.
  • 5YE H. Robust stability of nolinear time-delay systems with applications to neural networks [ J ] . IEEE Trans on Circuits and Systems-1 ,1996,43(7) :532 - 543.
  • 6SHEN Y. Exponential stability of Hopfield-type stochastic neural networks with variable delays [ J ]. Acta Mathematica Scientia,2000,20(3):400-404.
  • 7CEHN J. On sufficient conditions for stabilty in dependent of delay[J]. IEEE Transon Autimatic Control, 1995,40(8):1675- 1680.
  • 8CAO Jinde. Exponential stability and periodic solutions of delayed cellular neural neural networks [ J ]. Science in China ( Series E ) ,2000,43(3) :328 - 336.
  • 9BALDI P, ATIYA A F. How delays affect neural dynamics and learning[J]. IEEE Trans on Neural Networks, 1994,38(5):612 -621.
  • 10LIAO X, MAO X. Exponential stability and instability of stochastic neural networks [J]. Stochastic Analysis and Application, 1996, 14(2): 165 - i68.

共引文献4

控制理论与应用（英文版）
2008年 第2期

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