• DocumentCode
    1022197
  • Title

    Analogue computation using VLSI neural network devices

  • Author

    Brownlow, M.J. ; Tarassenko, L. ; Murray, A.F.

  • Author_Institution
    Dept. of Eng. Sci., Oxford Univ., UK
  • Volume
    26
  • Issue
    16
  • fYear
    1990
  • Firstpage
    1297
  • Lastpage
    1299
  • Abstract
    Results are presented demonstrating analogue neural network computation using VLSI pulse-stream devices. Synapse weight storage is dynamic, and the multiply and add functions are performed by a switched capacitor circuit. Used on a mobile robot localisation task, the neural VLSI devices achieve results within 1.2% of those of a SUN workstation.
  • Keywords
    VLSI; analogue computer circuits; neural nets; VLSI neural network devices; VLSI pulse-stream devices; add functions; analogue neural network computation; mobile robot localisation task; multiply functions; neural VLSI devices; switched capacitor circuit; synapse weight storage;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19900834
  • Filename
    130944
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1022197