DocumentCode
315289
Title
Capacity expansion and concept formation in sequential associative memory
Author
Kakeya, Hideki ; Okabe, Yoichi
Author_Institution
Res. Center for Adv. Sci. & Technol., Tokyo Univ., Japan
Volume
2
fYear
1997
fDate
9-12 Jun 1997
Firstpage
1332
Abstract
Application of nonmonotonic dynamics to sequential associative memories is considered. Capacity expansion is realized by the modified partial reverse method. When hierarchically correlated sequences are memorized, concept sequences are formed and selective retrieval of memory sequences and concept sequences is realized by the modified neuro-window method
Keywords
content-addressable storage; information retrieval; neural nets; sequences; capacity expansion; concept formation; concept sequences; hierarchically correlated sequences; modified neuro-window method; modified partial reverse method; nonmonotonic dynamics; selective retrieval; sequential associative memory; Associative memory; Autocorrelation; Neurons; Random access memory;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks,1997., International Conference on
Conference_Location
Houston, TX
Print_ISBN
0-7803-4122-8
Type
conf
DOI
10.1109/ICNN.1997.616228
Filename
616228
Link To Document