• DocumentCode
    2873550
  • Title

    Low Power Probabilistic Floating Point Multiplier Design

  • Author

    Gupta, Aman ; Mandavalli, Satyam ; Mooney, Vincent J. ; Ling, Keck-voon ; Basu, Arindam ; Johan, Henry ; Tandianus, Budianto

  • Author_Institution
    Int. Inst. of Inf. Technol., Hyderabad, India
  • fYear
    2011
  • fDate
    4-6 July 2011
  • Firstpage
    182
  • Lastpage
    187
  • Abstract
    We present a low power probabilistic floating point multiplier. Probabilistic computation has been shown to be a technique for achieving energy efficient designs. As best known to the authors, this is the first attempt to use probabilistic digital logic to attain low power in a floating point multiplier. To validate the approach, probabilistic multiplications are introduced in a ray tracing algorithm used in computer graphics applications. It is then shown that energy savings of around 31% can be achieved in a ray tracing algorithm´s floating point multipliers with negligible degradation in the perceptual quality of the generated image.
  • Keywords
    logic design; ray tracing; computer graphic application; low power probabilistic floating point multiplier design; probabilistic digital logic; ray tracing algorithm; Adders; Arrays; Error analysis; Hardware design languages; Logic gates; Probabilistic logic; Ray tracing; floating point multiplication; probabilistic computation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    VLSI (ISVLSI), 2011 IEEE Computer Society Annual Symposium on
  • Conference_Location
    Chennai
  • ISSN
    2159-3469
  • Print_ISBN
    978-1-4577-0803-9
  • Electronic_ISBN
    2159-3469
  • Type

    conf

  • DOI
    10.1109/ISVLSI.2011.54
  • Filename
    5992502