期刊文献+

一类具有时滞和脉冲的中立型神经网络的全局p-指数同步

A Global p-exponential Synchronization for a Kind of Neural Networks with Time-varying Delays and Impulses
下载PDF
导出
摘要 研究了一类具有时滞和脉冲的中立型神经网络指数同步问题.通过利用一个奇异时滞微分不等式和M-锥理论,获得了保证其误差系统全局p-指数同步的充分条件,同时也给出了同步指数收敛速率的估计. This paper researches a global p-exponential synchronization for a kind of neural networks with time-varying delays and impulses. By using a singular impulsive delay differential inequality and M-cone theory,this paper obtains a set of sufficient conditions to guarantee the global p-exponential synchronization for the error system,and puts for ward the estimation of the synchronization exponen-tial convergence rate as well.
作者 秦发金
出处 《柳州师专学报》 2015年第3期102-109,共8页 Journal of Liuzhou Teachers College
基金 广西高校科学技术研究项目(2013YB282 YB2014468)
关键词 时滞 脉冲 中立型神经网络 全局p-指数同步 M-锥理论 time-varying delay impulses neutral neural networks global p-exponential synchronization M-cone theory time-varying delay impulses neutral neural networks global p-exponential synchronization M-cone theory
  • 相关文献

参考文献10

二级参考文献59

  • 1Yong-Gang Chen,Wei-Ping Bi.New Robust Exponential Stability Analysis for Uncertain Neural Networks with Time-varying Delay[J].International Journal of Automation and computing,2008,5(4):395-400. 被引量:3
  • 2佘秋野,陈丽换,张玉民,郭雷.基于LMI的中立型Hopfield神经网络的稳定性[J].东南大学学报(自然科学版),2005,35(A02):162-164. 被引量:1
  • 3王占山,张化光.基于LMI的一类中立型延迟神经网络的全局渐近稳定判据[J].控制与决策,2006,21(5):527-531. 被引量:2
  • 4Kwon O M, Ju H Park, Lee S M. On Stability Criteria for Uncertain Delay-differential Systems of Neutral Type with Timevarying Delays[J]. Applied Mathematics and Computation, 2008, 197(2): 864-873.
  • 5Han Qing-long. A new Delay-dependent Absolute Stability Criterion for a Class of Nonlinear Neutral Systems[J ]. Autornatica, 2008, 44(1): 272-277.
  • 6Yan J un-juh,Hung Meei-ling, Liao Teh-lu. An EP Algorithm for Stability Analysis of Interval Neutral Delay-differential Systems[J]. Expert Systems with Applications, 2008, 34(2): 920-924.
  • 7He H L, Liao X X. Stability Analysis of Neutral Neural Networks with Time Delays[C]//Lecture Notes in Computer Science, 39716, Advances in Neural Networks-ISNN 2006, Springer-verlag Berlin Heidelberg: 147-152.
  • 8Hale J K, Verduyu Lunel S M. Introducuction to Functional Differential Equations[M]. New York: Springer-verlag, 1991.
  • 9Hopfield J J.Neurons with graded response have collective computational properties like those of two-state neurons[J].Proc Aead Sci USA, 1984,81:3088-3092.
  • 10Zhao Hongyong.Global asymptotic stability of Hopfield neural network involving distributed delays[J].Neural Networks, 2004, 17:47-53.

共引文献8

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