• DocumentCode
    1032874
  • Title

    Emergent activation functions from a stochastic bit-stream neuron

  • Author

    Kosel, T. ; Jeavons, Peter ; Shawe-Taylor, John

  • Volume
    30
  • Issue
    4
  • fYear
    1994
  • fDate
    2/17/1994 12:00:00 AM
  • Firstpage
    331
  • Lastpage
    333
  • Abstract
    The authors present the results of experimental work that demonstrates the generation of linear and sigmoid activation functions in a digital stochastic bit-stream neuron. These activation functions are generated by a stochastic process and require no additional hardware, enabling the design of an individual neuron to be extremely compact
  • Keywords
    digital circuits; neural chips; neural nets; stochastic processes; transfer functions; compact neuron design; digital neural network circuit; digital stochastic bit-stream neuron; linear activation functions; sigmoid activation functions;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19940223
  • Filename
    267314
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1032874