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具分布时滞细胞神经网络全局渐近同步 被引量：1

Global Asymptotic Synchronization of Cellular Neural Networks DCNNs with Distribute Delays
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摘要 探讨了一类具分布时滞的细胞神经网络的全局渐近同步问题,通过构造合适的Lyapunov-Krasovskii泛函,利用不等式理论,给出了驱动系统与响应系统全局渐近同步的几个充分条件.数值例子证明了所得结论的有效性. A class of delayed cellular neural networks （DCNNs） with distribute delays is discussed. Some sufficient conditions for global asynptotic synchronization of such a system are achieved based on inequality technique and Lyapunov method. The example is also given to illustrate the effectiveness of obtained results.
作者 黄优良
机构地区 韶关学院数学系 广东韶关 扬州大学数学科学学院 江苏扬州
出处 《北华大学学报（自然科学版）》 CAS 2007年第4期289-293,共5页 Journal of Beihua University（Natural Science）
基金 江苏省教育厅自然科学基金(06KJD110206) 扬州大学科技创新培育基金(2006CXJ002)资助项目
关键词 同步 细胞神经网络 分布时滞 LYAPUNOV方法 Synchronization Cellular neural networks Distribute delay Lyapunov method
分类号 O415 [理学—理论物理]
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参考文献15

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同被引文献9

  • 1Takagi T, Sugeno M. Fuzzy Identification of Systems and Its Applications to Modeling and Control[ J ]. IEEE Trans Syst Man Cybern, 1985,15 : 116-132.
  • 2Li 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.
  • 3Syed 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.
  • 4Balasubramaniam 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.
  • 5Balasubramaniam P, Vembarasan V, Rakkiyappan R. Leakage Delays in T-S Fuzzy Cellular Neural Networks [ J ]. Neural Process Lett ,2011,33 : 111-136.
  • 6Li 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.
  • 7Li 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.
  • 8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
  • 9秦丽华,刘艳,樊小琳.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[J].北华大学学报（自然科学版）,2012,13(1):27-31. 被引量：1

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北华大学学报（自然科学版）
2007年 第4期

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