Title :
On The Stability Problem for a Class of Dynamical System
Author_Institution :
Beijing Union Univ., Beijing
Abstract :
This paper presents an analysis on a time delayed nonlinear dynamical system, gets a new convenient global stability result and finds a concise expression about the bound of time-delay. The system can be used to describe many dynamical system problems. The result has wide application, and the condition needed can be satisfied easily. Such an analysis is useful to time delayed Hopfield model based neural network design in practical applications.
Keywords :
Hopfield neural nets; delays; nonlinear dynamical systems; stability; global stability; neural network design; stability problem; time delayed Hopfield model; time delayed nonlinear dynamical system; Biological system modeling; Delay effects; Delay systems; Eigenvalues and eigenfunctions; Equations; Hopfield neural networks; Neural networks; Neurons; Postal services; Stability analysis;
Conference_Titel :
Natural Computation, 2007. ICNC 2007. Third International Conference on
Conference_Location :
Haikou
Print_ISBN :
978-0-7695-2875-5
DOI :
10.1109/ICNC.2007.516
