DocumentCode
1315619
Title
Novel learning method for analogue neural networks
Author
Matsumoto, Tad ; Koga, Masafumi
Author_Institution
NTT Transmission Syst. Labs., Kanagawa, Japan
Volume
26
Issue
15
fYear
1990
fDate
7/19/1990 12:00:00 AM
Firstpage
1136
Lastpage
1137
Abstract
An analogue-neural-network learning method based on hardware is proposed. All the network parameters are oscillated with slightly different frequencies, and the spectra appearing in the error signal are used to change the parameters. Learning can be carried out without knowing the internal conditions of neural networks.
Keywords
learning systems; neural nets; analogue neural networks; analogue-neural-network learning method; different frequencies; error signal; multifrequency oscillation learning method; network parameters oscillated; parameter changing; spectra appearing;
fLanguage
English
Journal_Title
Electronics Letters
Publisher
iet
ISSN
0013-5194
Type
jour
DOI
10.1049/el:19900735
Filename
82905
Link To Document