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
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;
Conference_Titel :
Neural Networks,1997., International Conference on
Conference_Location :
Houston, TX
Print_ISBN :
0-7803-4122-8
DOI :
10.1109/ICNN.1997.616228
