• DocumentCode
    749461
  • Title

    Auto-associative memory using n-tuple techniques

  • Author

    Bishop, J.M. ; Mitchell, R.J.

  • Author_Institution
    Dept. of Cybern., Reading Univ., UK
  • Volume
    3
  • Issue
    4
  • fYear
    1994
  • Firstpage
    222
  • Lastpage
    229
  • Abstract
    The use of n-tuple or weightless neural networks as pattern recognition devices has been well documented. They have a significant advantages over more common networks paradigms, such as the multilayer perceptron in that they can be easily implemented in digital hardware using standard random access memories. To date, n-tuple networks have predominantly been used as fast pattern classification devices. The paper describes how n-tuple techniques can be used in the hardware implementation of a general auto-associative network
  • Keywords
    content-addressable storage; neural nets; pattern classification; auto-associative memory; auto-associative network; n-tuple techniques; pattern classification; pattern recognition; weightless neural networks;
  • fLanguage
    English
  • Journal_Title
    Intelligent Systems Engineering
  • Publisher
    iet
  • ISSN
    0963-9640
  • Type

    jour

  • Filename
    370486