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
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;
Conference_Titel :
Control Conference (CCC), 2010 29th Chinese
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-6263-6
