J4 ›› 2013, Vol. 51 ›› Issue (02): 212-218.

• 数学 • 上一篇    下一篇

具时滞回归神经反馈模型的稳定性及分支分析

孙艳, 马文联   

  1. 长春理工大学 理学院, 长春 130022
  • 收稿日期:2012-07-27 出版日期:2013-03-26 发布日期:2013-03-27
  • 通讯作者: 马文联 E-mail:mawl@cust.edu.cn

Stability and Bifurcation Analysis of a RegressionNeural Feedback Model with Time Delay

SUN Yan, |MA Wenlian   

  1. College of Science, Changchun University of Science and Technology, Changchun 130022, China
  • Received:2012-07-27 Online:2013-03-26 Published:2013-03-27
  • Contact: MA Wenlian E-mail:mawl@cust.edu.cn

摘要:

对一类具有时滞的神经反馈模型, 利用超越函数的零点分布定理和规范型理论, 研究系统平衡点的稳定性和局部Hopf分支的存在性, 得到了确定分支方向及分支周期解稳定性的计算公式, 并给出了Hopf分支全局存在性的数值结果. 数值模拟实验验证了理论结果.

关键词: 神经反馈模型, 时滞, 稳定性, 局部Hopf分支, 全局Hopf分支

Abstract:

On the basis of the zero distribution theorem of transcendental function and normal form theorem, the authors studied the stability and local Hopf bifurcation of a neural feedback model with time delay. Further, the authors  also obtained the formulas, which decide the direction of Hopf bifurcation, and the stability of the period solution. Finally, numerical simulations were carried out to support the theoretical findings, and  a numerical result about the existence of global Hopf bifurcation was given.

Key words:  neural feedback model, time delay, stability, local Hopf bifurcation, global Hopf bifurcation

中图分类号: 

  • O175