• DocumentCode
    3234583
  • Title

    Error correcting network

  • Author

    Kinser, Jason M. ; Caulfield, H.J.

  • Author_Institution
    Alabama Univ., Huntsville, AL, USA
  • fYear
    1989
  • fDate
    0-0 1989
  • Abstract
    Summary form only given. The authors propose a network that uses the simplest learning rules but exhibits a high storage capacity. This increase in storage capacity is achieved by introducing error correction on the output of traditional low-capacity networks. Experimental error-corrected recall indicated that the error-correcting network had the ability to recall very nearly all of the available information produced by a simple Hopfield-type network long after the Hopfield-type network had failed to recall any association by itself.<>
  • Keywords
    content-addressable storage; error correction; learning systems; neural nets; Hopfield-type network; error correction; error-corrected recall; learning rules; storage capacity; Associative memories; Error correction; Learning systems; Neural networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1989. IJCNN., International Joint Conference on
  • Conference_Location
    Washington, DC, USA
  • Type

    conf

  • DOI
    10.1109/IJCNN.1989.118306
  • Filename
    118306