江汉大学学报(自然科学版) ›› 2017, Vol. 45 ›› Issue (3): 202-208.doi: 10.16389/j.cnki.cn42-1737/n.2017.03.002

• 数学 • 上一篇    下一篇

四元中立型时滞神经网络的稳定性分析

王润霞,刘海鸿   

  1. 云南师范大学 数学学院,云南 昆明 650500
  • 出版日期:2017-06-28 发布日期:2017-06-30
  • 作者简介:王润霞(1990—),女,硕士生,研究方向:非线性动力学。

Stability Analysis of a Four Neurons Network with Neutral Delay

WANG Runxia,LIU Haihong   

  1. School of Mathematics,Yunnan Normal University,Kunming 650500,Yunnan,China
  • Online:2017-06-28 Published:2017-06-30

摘要: 主要研究了一个四元中立型时滞神经网模型。首先,通过分析该模型的系统在平衡点的线性化方程及其相应的特征方程,研究了系统在平衡点的稳定性,得到了Hopf 分岔存在的有效条件;其次,通过变动时滞或中立型项系数,神经元的状态在静息状态和放电状态之间发生改变;最后进行数值模拟验证了理论分析的正确性。

关键词: 中立型时滞, 神经网络, Hopf分岔, 周期解

Abstract: A four neurons network model with neutral delay was studied. Firstly,by analyzing the linearized equation of the system at the equilibrium point and the corresponding characteristic equation,the author studied the stability of the equilibrium point and obtained the effective condition where Hopf bifurcation occurs;secondly,by changing the parameters of the time delay or neutral term coefficient,the state of the neuron was changed between the resting state and the firing state;finally,numerical simulation verifyied the correctness of theoretical analysis

Key words: neutral delay, neurons network, Hopf bifurcation, periodic solution

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