• DocumentCode
    1082814
  • Title

    Tuning capability of binary perceptron

  • Author

    Biswas, N.N. ; Bhattacharyya, S.K.

  • Author_Institution
    Dept. of Electr. & Commun. Eng., Indian Inst. of Sci., Bangalore, India
  • Volume
    27
  • Issue
    13
  • fYear
    1991
  • fDate
    6/20/1991 12:00:00 AM
  • Firstpage
    1206
  • Lastpage
    1207
  • Abstract
    A theorem called the tuning theorem, which brings out the tuning capability of perceptrons where both the inputs and outputs are binary, has been stated and proved. It has been shown how with the help of this property, an associative memory has been developed with a single layer of perceptrons working as a massively parallel machine, rather than as a fully connected iterative Hopfield network.
  • Keywords
    content-addressable storage; memory architecture; neural nets; parallel architectures; tuning; CAM; associative memory; binary perceptron; massively parallel machine; neural networks; tuning capability; tuning theorem;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19910751
  • Filename
    132753
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1082814