DocumentCode
1089611
Title
Improved winner-take-all neural network
Author
Yen, Jui-Chih ; Chang, Silvia
Author_Institution
Nat. Tsing Hua Univ., Hsinchu, Taiwan
Volume
28
Issue
7
fYear
1992
fDate
3/26/1992 12:00:00 AM
Firstpage
662
Lastpage
664
Abstract
An improved MAXNET is proposed to realise the winner-takes-all function. In IMAX, the strength of mutual inhibitions between each processing unit is adaptively updated. The authors show that IMAX will converge faster than MAXNET. This result is also confirmed by simulations.
Keywords
neural nets; IMAX; MAXNET; adaptively updated; convergence; mutual inhibitions; mutually inhibitory networks; neural networks; winner-takes-all function;
fLanguage
English
Journal_Title
Electronics Letters
Publisher
iet
ISSN
0013-5194
Type
jour
DOI
10.1049/el:19920419
Filename
133056
Link To Document