• DocumentCode
    516345
  • Title

    A Scalable Analog Implementation of Multilayer Boltzmann Machines

  • Author

    Belhaire, Eric ; Pujol, Hubert ; Garda, Patrick

  • Author_Institution
    INSTITUT D´´ELECTRONIQUE FONDAMENTALE/CNRS URA 22, Bat 220 Universiteé de Paris XI, 91405 Orsay Cedex, France
  • Volume
    1
  • fYear
    1993
  • fDate
    22-24 Sept. 1993
  • Firstpage
    74
  • Lastpage
    77
  • Abstract
    A new analog implementation of multilayer Boltzmann machines is described. Its intrinsic scalability has been achieved by original design of low-distorsion analog cells, cascadable random generators and digital interconnectios. Feasibility is demonstrated by the realization of a 1.2 GCPS unit.
  • Keywords
    Automata; Equations; Multi-layer neural network; Neurons; Nonhomogeneous media; Pins; Prototypes; Random number generation; Scalability; Voltage;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Solid-State Circuits Conference, 1993. ESSCIRC '93. Nineteenth European
  • Conference_Location
    Sevilla, Spain
  • Print_ISBN
    2-86335-134-X
  • Type

    conf

  • Filename
    5467951