期刊文献+

变时滞随机Cohen-Grossberg神经网络的指数稳定性的新判据 被引量:1

New Criteria for Exponential Stability of Stochastic Cohen-Grossberg Neural Networks with Time-Varying Delays
下载PDF
导出
摘要 通过建立L算子不等式,利用随机分析技巧得到了变时滞随机Cohen-Grossberg神经网络的p-阶矩指数稳定的一个充分条件,并给出实例进行了说明. A sufficient condition ensuring p-th moment exponential stability of the stochastic Cohen-Gross-berg neural networks with time-varying delays is obtained by establishing an S-operator inequality and using stochastic analysis technique. An example is given to illustrate the efficiency of the obtained results.
作者 易春 杨勇
出处 《西南大学学报(自然科学版)》 CAS CSCD 北大核心 2009年第9期52-57,共6页 Journal of Southwest University(Natural Science Edition)
基金 国家自然科学基金资助项目(10671132)
关键词 P-阶矩指数稳定 随机Cohen-Grossberg神经网络 Halanay不等式 £-算子不等式 p-th moment exponential stability stochastic Cohen-Grossberg neural networks Halanay ine-quality £-operator inequality
  • 相关文献

参考文献9

  • 1Haykin S. Neural Networks [M]. NJ: Prentice-Hall, 1994.
  • 2Zhao H, Ding N. Dynamic Analysis of Stochastic Cohen-Grossberg Neural Networks with Time Delays [J]. Applied Mathematics and Computation, 2006, 183(2) : 464 - 470.
  • 3Li X, Cao J. Exponential Stability of Stochastic Cohen-Grossberg Neural Networks with Time-Varying Delays [J]. Lecture Notes in Computer Science, 2005, 3496:162 - 167.
  • 4Zhu E. pth Moment Exponential Stability of Stochastic Cohen-Grossberg Neural Networks with Time-Varying Delays [J]. Neural ProcessLett, 2007, 26(3): 191-200.
  • 5Shu Z, Lam J. Global Exponential Estimates of Stochastic Cohen-Grossberg Neural Networks with Time Delay [C]// Control and Automation ICCA 2007, New York: IEEE, 2007:459 -464.
  • 6Su W, Chen Y. Global Robust Stability Criteria of Stochastic Cohen-Grossberg Neural Networks with Discrete and Distributed Time-Varying Delays [J]. Commun Nonlinear Sci Numerical Simulat, 2009, 14(2): 520- 528.
  • 7牛健人,张子方,徐道义.变时滞Cohen-Grossberg随机神经网络的均方指数稳定性[J].工程数学学报,2005,22(6):1001-1005. 被引量:10
  • 8张恭庆 林源渠.泛函分析讲义[M].北京:北京大学出版社,1987.226.
  • 9徐道义.变时滞线性滞后系统的稳定性[J].科学通报,1987,7:490-494.

二级参考文献1

共引文献71

同被引文献9

引证文献1

二级引证文献3

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