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模糊变时滞Cohen-Grossberg神经网络全局指数稳定性

Globally Exponential Stability of Cohen-Grossberg Neural Network with Fuzzy Time-Varying Delays
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摘要 本文研究了模糊变时滞Cohen-Grossberg神经网络的全局指数稳定性,通过构造合适的Lyapunov函数和运用不等式技巧,得到了模糊变时滞Cohen-Grossberg神经网络平衡点的存在唯一性和全局指数稳定性的判别准则. In this paper,we discussed the globally exponential stability of Cohen-Grossberg neural network with fuzzy time-varying delays.By constructing suitable Lyapunov function and applying inequality technique,we got the criteria ensuring existence,uniqueness and globally exponential stability of the equilibrium point for Cohen-Grossberg neural network with fuzzy time-varying delays.
作者 丁楠
机构地区 滁州学院数学系
出处 《滁州学院学报》 2010年第2期3-5,共3页 Journal of Chuzhou University
基金 安徽省高等学校自然研究项目(KJ2008B012) 安徽省青年教师资助计划(jq1113) 滁州学院自然科学研究项目(2007ky051) 滁州学院教研项目(2009jyy025)
关键词 模糊变时滞Cohen-Grossberg神经网络 全局指数稳定 同胚映射 LYAPUNOV函数 Cohen-Grossberg neural networks with fuzzy time-varying delays globally exponential stability homeomorphism Lyapunov function
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参考文献7

  • 1Cohen, M. A. ,Grossberg, S. Absolute stability of global pattern formulation and parallel memory storage by competitive neural net works[J]. IEEE Transactions on Systems,Man and Cybernetics. SMC--13: 815--826.
  • 2Xiaofeng Liao,Jiyun Yang, Songtao Guo. Exponential stability of Cohen--Grossberg neural networks with delays[J]. Communications in Nonlinear Science and Numerical Simulation. 2008,13:1767-- 1775.
  • 3Yinming Meng, Shangjiang Guo, Lihong Huang. Convergence dynamics of Cohen--Grossberg neural net works with continuously distributed delays[J]. Applied Mathematics and Computation. 2008,202:188--199.
  • 4T. Yang,L. B. Yang,C. W. Wu,L. O. Chua. Fuzzy cellular neural networks: theory[J]. In: Processing of IEEE International Workshop on Cellular Neural Networks and Application. 1996:181--186.
  • 5T. Yang, L. B. Yang, C. W. Wu, L. O. Chua. Fuzzy cellular neural networks: application[J]. In.. Processing of IEEE International Workshop on Cellular Neural Networks and Application. 1996 :225-- 230.
  • 6Tingwen Huang, Yu Huang,Chuandong Li. Stability of periodic solution in fuzzy BAM neural networks with finite distributed delays [J]. Neurocomputing. 2008,71 : 3064 --3069.
  • 7Danhua He, Daoyi Xu. Attracting and invariant sets of fuzzy Cohen--Grossberg neural networks with time--varying delays [J]. Physics Letters A. 2008,372: 7057--7062.

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