Selective retrieval of memory and concept sequences through neuro-windows

Citation
H. Kakeya et Y. Okabe, Selective retrieval of memory and concept sequences through neuro-windows, IEEE NEURAL, 10(1), 1999, pp. 182-185
Citations number
11
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
IEEE TRANSACTIONS ON NEURAL NETWORKS
ISSN journal
10459227 → ACNP
Volume
10
Issue
1
Year of publication
1999
Pages
182 - 185
Database
ISI
SICI code
1045-9227(199901)10:1<182:SROMAC>2.0.ZU;2-U
Abstract
This letter presents a crosscorrelational associative memory model which re alizes selective retrieval of pattern sequences. When hierarchically correl ated sequences are memorized, sequences of the correlational centers can be defined as the concept sequences. The authors propose a modified neuro-win dow method which enables selective retrieval of memory sequences and concep t sequences. It is also shown that the proposed model realizes capacity exp ansion of the memory which stores random sequences.