Title :
Stability analysis of dynamical neural networks
Author :
Chen, Tianping ; Lu, Weniia
Author_Institution :
Lab of Nonlinear Math. Sci., Fudan Univ., Shanghai, China
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;
Conference_Titel :
Neural Networks and Signal Processing, 2003. Proceedings of the 2003 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
0-7803-7702-8
DOI :
10.1109/ICNNSP.2003.1279225
