DocumentCode
1326437
Title
On equilibria, stability, and instability of Hopfield neural networks
Author
Guan, Zhi-Hong ; Chen, Guanrong ; Qin, Yi
Author_Institution
Dept. of Control Sci. & Eng., Huazhong Univ. of Sci. & Technol., Wuhan, China
Volume
11
Issue
2
fYear
2000
fDate
3/1/2000 12:00:00 AM
Firstpage
534
Lastpage
540
Abstract
Existence and uniqueness of equilibrium, as well as its stability and instability, of a continuous-time Hopfield neural network are studied. A set of new and simple sufficient conditions are derived
Keywords
Hopfield neural nets; circuit stability; Hopfield neural networks; equilibrium; instability; stability; sufficient conditions; Associative memory; Asymptotic stability; Convergence; Design optimization; Hopfield neural networks; Network synthesis; Neural networks; Neurodynamics; Stability analysis; Sufficient conditions;
fLanguage
English
Journal_Title
Neural Networks, IEEE Transactions on
Publisher
ieee
ISSN
1045-9227
Type
jour
DOI
10.1109/72.839023
Filename
839023
Link To Document