DocumentCode
2085911
Title
Stability and Hopf bifurcation analysis of a class of neutral neural networks
Author
Xu Xiaofeng ; Zhang Chunrui ; Liu Ming
Author_Institution
Northeast Forestry Univ., Harbin, China
fYear
2010
fDate
29-31 July 2010
Firstpage
2389
Lastpage
2392
Abstract
In this paper, a class of neutral neural networks with delays is considered where the time delays are regarded as parameters. The linear stability of the model is studied by analyzing the distribution of the roots of the characteristic equation. It is found that Hopf bifurcation also occurs when some delays pass through a sequence of critical value.
Keywords
bifurcation; delays; neurocontrollers; stability; Hopf bifurcation analysis; characteristic equation; linear stability; neutral neural networks; time delays; Artificial neural networks; Asymptotic stability; Bifurcation; Delay; Mathematical model; Stability analysis; Hopf Bifurcation; Neural Networks; Neutral; Stability;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (CCC), 2010 29th Chinese
Conference_Location
Beijing
Print_ISBN
978-1-4244-6263-6
Type
conf
Filename
5572603
Link To Document