DocumentCode
749461
Title
Auto-associative memory using n-tuple techniques
Author
Bishop, J.M. ; Mitchell, R.J.
Author_Institution
Dept. of Cybern., Reading Univ., UK
Volume
3
Issue
4
fYear
1994
Firstpage
222
Lastpage
229
Abstract
The use of n-tuple or weightless neural networks as pattern recognition devices has been well documented. They have a significant advantages over more common networks paradigms, such as the multilayer perceptron in that they can be easily implemented in digital hardware using standard random access memories. To date, n-tuple networks have predominantly been used as fast pattern classification devices. The paper describes how n-tuple techniques can be used in the hardware implementation of a general auto-associative network
Keywords
content-addressable storage; neural nets; pattern classification; auto-associative memory; auto-associative network; n-tuple techniques; pattern classification; pattern recognition; weightless neural networks;
fLanguage
English
Journal_Title
Intelligent Systems Engineering
Publisher
iet
ISSN
0963-9640
Type
jour
Filename
370486
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