DocumentCode
1458286
Title
Selective retrieval of memory and concept sequences through neuro-windows
Author
Kakeya, Hideki ; Okabe, Yoichi
Author_Institution
Commun. Res. Lab., Minist. of Posts & Telecommun., Tokyo, Japan
Volume
10
Issue
1
fYear
1999
fDate
1/1/1999 12:00:00 AM
Firstpage
182
Lastpage
185
Abstract
Presents a crosscorrelational associative memory model which realizes selective retrieval of pattern sequences. When hierarchically correlated sequences are memorized, sequences of the correlational centers can be defined as the concept sequences. The authors propose a modified neuro-window method which enables selective retrieval of memory sequences and concept sequences. It is also shown that the proposed model realizes capacity expansion of the memory which stores random sequences
Keywords
content-addressable storage; correlation methods; learning (artificial intelligence); pattern recognition; sequences; capacity expansion; concept sequences; crosscorrelational associative memory model; hierarchically correlated sequences; memory sequences; neuro-windows; pattern sequences; random sequences; selective retrieval; Associative memory; Autocorrelation; Biomembranes; Intelligent networks; Neurons; Random sequences;
fLanguage
English
Journal_Title
Neural Networks, IEEE Transactions on
Publisher
ieee
ISSN
1045-9227
Type
jour
DOI
10.1109/72.737505
Filename
737505
Link To Document