• 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