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具时滞神经反馈模型的动力学性质

Dynamics of neural feedback model with time delay
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摘要 以滞量τ为分支参数,研究了具有时滞项的神经反馈模型的动力学行为,这些行为包括:系统在平衡点附近的稳定性、局部Hopf分支的存在性、发生条件、Hopf分支的方向、分支周期解的稳定性以及分支随参数变化其周期解的周期变化.最后通过数值模拟验证了理论分析结果,给出了Hopf分支全局存在性的数值结果. We study the dynamic behaviors of delay Neural feedback Model with the time delay,using delay r as bifurcation parameter. These behaviors include the stability near the equilibrium point, the existence of the local Hopf bifurcation, the condition of occurrence, the direction of the Hopf bifurcation, the stability of the periodic solution, and the cycle of the periodic solution of the bifurcation changing with the parameter change. Finally, numerical simulations are carried out to support the theoretical findings,and also show a numerical result about the existence of global Hopf bifurcation.
出处 《东北师大学报(自然科学版)》 CAS CSCD 北大核心 2014年第1期22-27,共6页 Journal of Northeast Normal University(Natural Science Edition)
基金 国家自然科学基金资助项目(11126042 10726062) 吉林省自然科学基金资助项目(201115161)
关键词 神经反馈模型 时滞 稳定性 周期解 局部Hopf分支 全局HOPF分支 neural feedback model time delay stability periodic solution local Hopf bifurcation global Hopf bifurcation
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  • 1葛宏伟,梁艳春.进化Elman神经网络模型与非线性系统辨识[J].吉林大学学报(工学版),2005,35(5):511-519. 被引量:21
  • 2关治洪,熊定山.小世界延时网络的稳定性与霍普夫分岔[J].华中科技大学学报(自然科学版),2006,34(12):1-3. 被引量:2
  • 3Kosko B. Bidirectional associative memories [ J ]. IEEE Trans Syst Man Cybern,1988,18( 1 ) :49-60.
  • 4Gompalsamy K, He X Z. Delay independent stability in bidirectional associative menory networks [ J ]. IEEE Trans. Neural Networks 1994 (5) :998-1002.
  • 5Subramania I,Malur K. Equilibrium characterization of dynamical neural networks and a systematic procedure for association memories [ J ]. IEEE Trans, 1991 ( 5 ) : 509-521.
  • 6Liao X, Yu J. Qualitative analysis of bidirectional associative memory with time delays [ J ]. Circuit Theory Applicat,1998 ( 26 ) :219-229.
  • 7Cao J D, Dong M. Exponential stability of delayed bidirectional solution in BAM networks [ J ]. Appli Math Comput, 2003(1) :105-112.
  • 8Kosko B. Structural stability of unsuperrcised learning in feedback neural networks [ J ]. IEEE Transactions on Automatic Control, 1991,36(5) :785-790.
  • 9Liao X, Wong K W. Global exponential stability of hybrid bidirectional associative memory neural networks with discrete delay [ J ]. Phys Rev, 2003 ( 67 ) :42 -50.
  • 10Arik S. Global asymptotic stability analysis of bidirectional associative memory neural networks with time delays [ J ]. IEEE Trans Neural Networks ,2005 (6) :580-586.

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