Estimation on domain of attraction and convergence rate of Hopfield continuous feedback neural networks

Authors
Cao, JD Tao, Q
Citation
Jd. Cao et Q. Tao, Estimation on domain of attraction and convergence rate of Hopfield continuous feedback neural networks, J COMPUT SY, 62(3), 2001, pp. 528-534
Citations number
11
Categorie Soggetti
Computer Science & Engineering
Journal title
JOURNAL OF COMPUTER AND SYSTEM SCIENCES
ISSN journal
00220000 → ACNP
Volume
62
Issue
3
Year of publication
2001
Pages
528 - 534
Database
ISI
SICI code
0022-0000(200105)62:3<528:EODOAA>2.0.ZU;2-6
Abstract
In this paper, some new estimation results on the domain of attraction of m emory patterns and exponential convergence rate of the network trajectories to memory patterns for Hopfield continuous associative memory are obtained . These results can be used for the evaluation of fault-tolerance capabilit y and the synthesis procedures for Hopfield continuous feedback associative memory neural networks. (C) 2001 Academic Press.