• DocumentCode
    2688517
  • Title

    Fully digital neural network implementation based on pulse density modulation

  • Author

    Tomberg, Jouni ; Ritoniemi, Tapani ; Kaski, Kimmo ; Tenhunen, Hannu

  • fYear
    1989
  • fDate
    15-18 May 1989
  • Abstract
    An efficient implementation of a Hopfield-type fully connected neural-network architecture is presented that is based on a pulse-density modulation technique implemented by using fully digital structures. The synaptic weights are programmable, and thus the area of one synapse and the entire network depends on the resolution of the weight. Advantages of the design are its modularity and expandability
  • Keywords
    VLSI; digital integrated circuits; neural nets; parallel architectures; Hopfield-type fully connected neural-network architecture; VLSI; digital neural network implementation; expandability; fully digital structures; modularity; programmable synaptic weights; pulse density modulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Custom Integrated Circuits Conference, 1989., Proceedings of the IEEE 1989
  • Conference_Location
    San Diego, CA, USA
  • Type

    conf

  • DOI
    10.1109/CICC.1989.56744
  • Filename
    5726211
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2688517