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脉冲时滞Cohen-Grossberg神经网络的全局指数稳定性 被引量:2

Global Exponential Stability of Cohen-Grossberg Neural Networks with Impulses Delays
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摘要 讨论了一类具有时滞的脉冲Cohen-Grossberg神经网络的全局指数稳定性.利用Lyapunov函数和不等式技巧得到了该系统全局指数稳定的一个充分条件,同时给出示例说明结果的有效性. The global exponential stability of Cohen-Grossberg neural netwoks with impulses delays was discussed. By means of Lyapunov function and inequality technique, a new sufficient condition for ensuring global exponential stability of these networks was obtained. An example was also presented to prove the validity of the result.
作者 罗文品 杨军
出处 《内江师范学院学报》 2010年第4期17-20,共4页 Journal of Neijiang Normal University
基金 中国民用航空飞行学院博士启动基金(J2009-40)
关键词 Cohen—Grossberg神经网络 脉冲 全局指数稳定性 时滞 Cohen-Grossberg neural networks impulses global exponential stability delays
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参考文献12

  • 1Cohen M A, Grossberg S. Absolute stability and global pattern formation and parallel memory storage by competitive neuralnetworks [J]. IEEE Transactions on System and Man Cybernetics, 1983, 13(5): 815-826.
  • 2董彪.变时滞细胞神经网络模型的全局指数稳定性[J].四川师范大学学报(自然科学版),2007,30(4):454-457. 被引量:7
  • 3龙述君.具有分布时滞的脉冲Cohen-Grossberg神经网络的指数稳定性[J].四川师范大学学报(自然科学版),2009,32(1):68-71. 被引量:9
  • 4易春.混合时滞区间神经网络鲁棒指数稳定性[J].内江师范学院学报,2009,24(2):23-26. 被引量:3
  • 5Chen Tianping, Rong Libin. Delay-independent stability analysis Cohen-Grossberg neural networks [J]. Physics Letters A, 2003, 317(5-6): 436-449.
  • 6Lu Hongtao. Global exponential stability analysis of Cohen- Grossberg neural networks [J]. IEEE Transactions on Circuits and Systems II: Express Briefs, 2005, 52 ( 9 ) :476-479.
  • 7万安华,王绵森,彭济根.Cohen-Grossberg神经网络的指数稳定性[J].西安交通大学学报,2006,40(2):215-218. 被引量:6
  • 8Yang Zhichun, Xu Daoyi. Impulsive effects on stability of Cohen-Grossberg neural networks with variable delays. Applied Mathematics and Computation, 2006, 177 ( 1 ): 63-78.
  • 9Chen Zhang, Ruan Jiong. Global stability analysis of impulsive Cohen-Grossberg neural networks with delay [J]. Physics Letters A, 2005, 345(1-3): 101-111.
  • 10Chen Zhang, Ruan Jiong. Global dynamic analysis of general Cohen-Grossberg neural network with impulse[J]. Chao Soliton and Fractals, 2007, 32 (5): 1830-1837.

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共引文献20

同被引文献18

  • 1高骞,刘德友.具有时变时滞的中立型Lurie系统鲁棒稳定性判据[J].辽宁工程技术大学学报(自然科学版),2012,31(3):417-420. 被引量:8
  • 2汪旭晖,黄飞华.基于BP神经网络的教学质量评价模型及应用[J].高等工程教育研究,2007,55(5):78-81. 被引量:53
  • 3任艳红.高校教学评价制度的反思与重构[D].西安:陕西师范大学,2011.
  • 4Sanja V, Boris D, Ana U, et al. A case-based reasoning model that uses preference theory functions for credit scoring ~J~. Expert Systems With Applications, 2012,39 (9) : 8389-8395.
  • 5Troutt M D, Arun R, Aimao Z. The potential use of DEA for credit applicant acceptance systems [-J]. Computers and Operations Research, 1996,23 (4) : 405-408.
  • 6McCulloch W S, Pitts W. A logical calculus of the ideas immanent in nervous activityl-J~. Bulletin of Mathemati- cal Biophysics, 1943,5(4) : 115-133.
  • 7Carpenter G, Grossberg S. Adaptive resonance theory: Stable self-organization of neural recognition codes in response to arbitrary lists of input patterns EC-]. Pro- ceedings of English Annual Conference of the Cognitive Science Society, 1986:45-62.
  • 8Kohonen T. Self-organized formation of topologicallycorrect feature maps [J]. Biological Cybernetics, 1982, 43(1) .59-69.
  • 9Rumelhart D E, Hinton G E. Learning representations of back-propagation errors [J-]. Nature, 1986, 323 (6088) :533-536.
  • 10张丽娟,时宝.变时滞BAM神经网络的全局指数稳定性[J].数学的实践与认识,2008,38(5):148-153. 被引量:4

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