期刊文献+

二元具自反馈双阈值时滞神经网络模型解的渐近性 被引量:1

Asymptotic Behavior of Solutions for a Class of Two Neurons Feedback Neural Networks model With Two Thresholds
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摘要 研究一类具时滞和非连续型信号函数的双阈值二元神经网络模型解的渐近性,在一定的初始函数空间内,对信号函数阈值的一些不同取值范围,证明了其解的收敛性. In this paper , We study the dynamics of a two-neuron feed-back network model with two thresholds. We show that its equilibrium solution is converge for the prescribed limit threshold value.
出处 《长沙电力学院学报(自然科学版)》 2006年第3期66-69,共4页 JOurnal of Changsha University of electric Power:Natural Science
基金 湖南省自科基金项目(05jj30013)
关键词 神经网络 阈值 渐近性 时滞 neural network threshold convergence delay
  • 相关文献

参考文献4

  • 1Guo S J, Huang L H, Wu J H. Convergence and periodicity in a delayed network of neurons with threshold nonlinearity [J]. Electronic Journal of Differential Equations, 2003, (61) :1-14.
  • 2孟益民,黄立宏,刘开宇.二元双阈值时滞神经网络模型解的渐近性[J].应用数学学报,2003,26(1):158-175. 被引量:9
  • 3Huang L,Wu J. The Role of Threshold in Preventing Delay-induced Oscillations of Frusbrated Neural Networks with McCulloch-Pits Nonlinearity[J]. Math Game Theory and Algebra, 2001,11 (16) :71-100.
  • 4Huang L, Wu J. Joint Effects of Threshold and Synaptic Delay on Dynamics of Artificial Neyral Networks with McCulloch-Pits Nonlinearity [J]. Fields Institute Communication, 2001, (29) :235 -243.

二级参考文献4

  • 1[1]Huang Lihong, Wu Jianong. Joint Effects of Threshold and Synaptic Delay on Dynamics of Artificial Neural Networks with Mc Culloch-Pitts Nonlinearity, 1999. Fields Institute Communications, 2001, 29:235-243
  • 2[2]Huang Lihong, Wu Jianhong. The Role of Threshold in Preventing Delay-induced Oscillations ofFrusbrated Neural Networks with McCulloch-Pitts Nonlinearity, 1999. Int. J. Math. Game Theory and Algebra, 2001, 11(6): 71-100
  • 3[3]Padaman K, Malta C P, Co Grotta-Ragazzo, Arino O, Vibert J F. Fransient Oscillations in Continuous time Excitatory Ring Nearal Networks with Delay. Physical Review E, 1997, 55:3234-3248
  • 4[4]Pakdaman K, Grotta-Ragazzo C, Malta C P. Transient Regime Duration in Continuous-time Neural Networks with Delay. Physical Review E, 1998, 58:3623-3627

共引文献8

同被引文献4

  • 1Z.Zhou and J.Wu,Attractive periodic orbits in nonlinear discrete-time neural networks with delayed feedback[J].J.D.Eq.Appl.,2001,8:467-483
  • 2S.N.Zhang,Stability of infinite delay difference system[J].Nonl.Anal.TMA,1994,22:1209-1219
  • 3T.Ushio.Limitation of delay feedback control in nonlinear discrete time system[J].IEEE Trans.Circuits Syst,1996,43(9):815-816
  • 4刘开宇.几类二元神经网络模型的动力学性质研究[D].博士研究生学位论文,2002.

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