DocumentCode :
907097
Title :
Microcircuit learning nets: Hamming-distance behaviour
Author :
Aleksander, I.
Author_Institution :
University of Kent at Canterbury, Electronics Laboratory, Canterbury, UK
Volume :
6
Issue :
5
fYear :
1970
Firstpage :
134
Lastpage :
136
Abstract :
A probabilistic method based on the Hamming distance is presented for calculating the pattern-recognition response of a class of single-layer microcircuit learning nets. The prediction of the behaviour of a 12-element machine is shown to agree with measured responses. The method is also used to explain the characteristics of nets trained on translated versions
Keywords :
learning systems; pattern recognition; probability;
fLanguage :
English
Journal_Title :
Electronics Letters
Publisher :
iet
ISSN :
0013-5194
Type :
jour
DOI :
10.1049/el:19700092
Filename :
4234580
Link To Document :
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