DocumentCode
2707327
Title
Stability analysis of dynamical neural networks
Author
Chen, Tianping ; Lu, Weniia
Author_Institution
Lab of Nonlinear Math. Sci., Fudan Univ., Shanghai, China
Volume
1
fYear
2003
fDate
14-17 Dec. 2003
Firstpage
112
Abstract
In this paper, we discuss a large class of delayed dynamical systems, investigate their almost periodic solutions and global exponential stability.
Keywords
Hopfield neural nets; stability; Grossberg-Hopfield neural networks; delayed dynamical systems; dynamical neural networks; periodic solutions; stability analysis; Delay systems; Differential equations; Neural networks; Recurrent neural networks; Stability analysis; Stability criteria;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks and Signal Processing, 2003. Proceedings of the 2003 International Conference on
Conference_Location
Nanjing
Print_ISBN
0-7803-7702-8
Type
conf
DOI
10.1109/ICNNSP.2003.1279225
Filename
1279225
Link To Document