THE STABILITY AND DESIGN OF NONLINEAR NEURAL NETWORKS

Authors
GONG XY CHEN WY TU FS
Citation
Xy. Gong et al., THE STABILITY AND DESIGN OF NONLINEAR NEURAL NETWORKS, Computers & mathematics with applications, 35(8), 1998, pp. 1-7
Citations number
8
Categorie Soggetti
Mathematics,"Computer Science Interdisciplinary Applications",Mathematics,"Computer Science Interdisciplinary Applications
Journal title
Computers & mathematics with applications → ACNP
ISSN journal
08981221
Volume
35
Issue
8
Year of publication
1998
Pages
1 - 7
Database
ISI
SICI code
0898-1221(1998)35:8<1:TSADON>2.0.ZU;2-R
Abstract
Based on the techniques of singular value decomposition and generalize d inverse, two new methods for designing associative memories are pres ented. The two methods not only guarantee that each given vector is an equilibrium point of the network, but also guarantee the asymptotic s tability of the equilibrium points. Examples show the effectiveness of the new methods.