Discrete Dynamics in Nature and Society
Volume 2006 (2006), Article ID 57254, 18 pages
Global existence of periodic solutions in a simplified four-neuron BAM neural network model with multiple delays
1School of Mathematics and Statistics, Lanzhou University, Lanzhou 730000, China
2School of Mathematics, Physics, and Software Engineering, Lanzhou Jiaotong University, Lanzhou 730070, China
Received 8 September 2005; Accepted 5 December 2005
Copyright © 2006 Xiang-Ping Yan and Wan-Tong Li. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
We consider a simplified bidirectional associated memory (BAM)
neural network model with four neurons and multiple time delays.
The global existence of periodic solutions bifurcating from Hopf
bifurcations is investigated by applying the global Hopf
bifurcation theorem due to Wu and Bendixson's criterion for
high-dimensional ordinary differential equations due to Li and
Muldowney. It is shown that the local Hopf bifurcation implies the
global Hopf bifurcation after the second critical value of the sum
of two delays. Numerical simulations supporting the theoretical
analysis are also included.