TY - GEN
T1 - Bifurcation analysis of delayed bidirectional associative memory neural networks
AU - Xiao, Min
AU - Zheng, Wei Xing
PY - 2013
Y1 - 2013
N2 - This paper is concerned with the bifurcation problem of bidirectional associative memory (BAM) neural networks with two delays. Two delays play different roles in dynamical behaviors of BAM neural networks. The characteristic equation associated with delayed BAM neural networks is analyzed, which gives the distribution of the eigenvalues. Then some important dynamic properties of the trivial steady state, such as the local stability and the existence of Hopf bifurcation, are obtained. The theoretical results are further validated by numerical simulations.
AB - This paper is concerned with the bifurcation problem of bidirectional associative memory (BAM) neural networks with two delays. Two delays play different roles in dynamical behaviors of BAM neural networks. The characteristic equation associated with delayed BAM neural networks is analyzed, which gives the distribution of the eigenvalues. Then some important dynamic properties of the trivial steady state, such as the local stability and the existence of Hopf bifurcation, are obtained. The theoretical results are further validated by numerical simulations.
UR - http://handle.uws.edu.au:8081/1959.7/534801
UR - http://iscas2013.org/
U2 - 10.1109/ISCAS.2013.6572342
DO - 10.1109/ISCAS.2013.6572342
M3 - Conference Paper
SN - 9781467357609
SP - 2319
EP - 2322
BT - Proceedings of the 2013 IEEE International Symposium on Circuits and Systems, 19-23 May 2013, Beijing, China
PB - IEEE
T2 - IEEE International Symposium on Circuits and Systems
Y2 - 19 May 2013
ER -