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
fDate :
1/1/1999 12:00:00 AM
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;
Journal_Title :
Neural Networks, IEEE Transactions on