• DocumentCode
    3234751
  • Title

    Recall in saturated associative neural networks

  • Author

    Martinez, Oscar ; Harston

  • Author_Institution
    Comput. Appl. Service, Signal Mountain, TN, USA
  • fYear
    1989
  • fDate
    0-0 1989
  • Abstract
    Summary form only given, as follows. An associative neural network was enhanced to provide both primary and secondary associative relationships on recall. Input patterns, which were conceptually related, established extra relationships in the modified associative network. Not only did this network recall the original associative pattern when presented with a given input, but it could identify the conceptually related input patterns. The output was separated into two groups. The primary output was the expected pattern associated with the input during training. The secondary output consisted of the patterns associated with other inputs. This secondary information was limited to output patterns which were conceptually related to the training input.<>
  • Keywords
    content-addressable storage; neural nets; pattern recognition; associative pattern; conceptually related input patterns; input patterns; primary output; recall; saturated associative neural networks; secondary output; training input; Associative memories; Neural networks; Pattern recognition;
  • 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.1989.118307
  • Filename
    118307