On equilibria, stability, and instability of hopfield neural networks

Authors
Guan, ZH Chen, GR Qin, Y
Citation
Zh. Guan et al., On equilibria, stability, and instability of hopfield neural networks, IEEE NEURAL, 11(2), 2000, pp. 534-540
Citations number
30
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
IEEE TRANSACTIONS ON NEURAL NETWORKS
ISSN journal
10459227 → ACNP
Volume
11
Issue
2
Year of publication
2000
Pages
534 - 540
Database
ISI
SICI code
1045-9227(200003)11:2<534:OESAIO>2.0.ZU;2-D
Abstract
Existence and uniqueness of equilibrium, as well as its stability and insta bility, of a continuous-time Hopfield neural network are studied. A set of nem and simple sufficient conditions are derived.