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一类具有时滞的模糊反应扩散神经网络的自适应同步研究 被引量：1

Adaptive Synchronization for a Class of Fuzzy Cellular Neural Networks with Time Delays and Reaction Diffusion Terms
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摘要 研究了一类具有时滞的模糊反应扩散神经网络的自适应同步，在两种不同的边界条件下，利用泛函微分方稃的LaSalle不峦原王单以及反馈榨制的方法．得到了系缔同步的充分条件． The adaptive synchronization of delayed fuzzy cellular neural networks with reaction diffusion terms has been considered. Under two different kinds of boundary conditions, based on the LaSalle invariant principle of functional differential equations and the adaptive feedback control technique, some sufficient conditions for adaptive synchronization of a system are obtained.
作者 秦丽华 刘艳 樊小琳
机构地区 昌吉学院初等教育学院 新疆建设技术学院 新疆高等工业专科学校
出处 《北华大学学报（自然科学版）》 CAS 2012年第1期27-31,共5页 Journal of Beihua University（Natural Science）
关键词 自适应同步 模糊神经网络 反应扩散 LaSalle不变原理 adaptive synchronization fuzzy neural networks reaction diffusion LaSalle invariant principle
分类号 O175.21 [理学—基础数学]
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参考文献9

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同被引文献9

  • 1黄优良.具分布时滞细胞神经网络全局渐近同步[J].北华大学学报（自然科学版）,2007,8(4):289-293. 被引量：1
  • 2Takagi T, Sugeno M. Fuzzy Identification of Systems and Its Applications to Modeling and Control[ J ]. IEEE Trans Syst Man Cybern, 1985,15 : 116-132.
  • 3Li H, Chen B, Lin C, et al. Mean Square Exponential Stability of Stochastic Fuzzy Hopficld Neural Networks with Discrete and Distributed Time-varying Delays[ J]. Neuroeomputing,2009,72:2017-2023.
  • 4Syed Ali M, Balasubramaniam P. Global Asymptotic Stability of Stochastic Fuzzy Cellular Neural Networks with Multiple Discrete and Distributed Time-varying Delays[ J]. Commun Nonlinear Sci Numer Simulat,2011,16 :2907-2916.
  • 5Balasubramaniam P, Syed Ali M. Stability Analysis of Takagi-Sugeno Stochastic Fuzzy Hopfie|d Neural Networks with Discrete and Distributed Time Varying Delays [ J ]. Neurocomputing,2011,74 : 1520-1526.
  • 6Balasubramaniam P, Vembarasan V, Rakkiyappan R. Leakage Delays in T-S Fuzzy Cellular Neural Networks [ J ]. Neural Process Lett ,2011,33 : 111-136.
  • 7Li X,Fu X, Balasubramaniam P, et al. Existence, Uniqueness and Stability Analysis of Recurrent Neural Networks with Time Delay in the Leakage Term Under Impulsive Perturbations[ J]. Nonlinear Anal:Real World App1,2010,11:4092-4108.
  • 8Li T, Fei S,Zhu Q. Design of Exponential State Estimator for Neural Networks with Distributed Delays [ J ]. Nonlinear Anal : Real World Appl,2009,10 : 1229-1242.
  • 9杜艳可,徐瑞.具有时滞的递归神经网络动力学研究进展[J].北华大学学报（自然科学版）,2012,13(1):22-26. 被引量：1

引证文献1

北华大学学报（自然科学版）
2012年 第1期

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