• DocumentCode
    3192101
  • Title

    A new organization for a perceptron-based branch predictor and its FPGA implementation

  • Author

    Cadenas, Oswaldo ; Megson, Graham ; Jones, Daniel

  • Author_Institution
    Sch. of Syst. Eng., Reading Univ., UK
  • fYear
    2005
  • fDate
    11-12 May 2005
  • Firstpage
    305
  • Lastpage
    306
  • Abstract
    An unaltered rearrangement of the original computation of a neural based predictor at the algorithmic level is introduced as a new organization. Its FPGA implementation generates circuits that are 1.7 faster than a direct implementation of the original algorithm. This faster clock rate allows to implement predictors with longer history lengths using the nearly the same hardware budget.
  • Keywords
    field programmable gate arrays; multilayer perceptrons; predictor-corrector methods; FPGA; neural-based predictor computation; perceptron-based branch predictor; pipelined processors; Accuracy; Circuits; Clocks; Field programmable gate arrays; Hardware; History; Learning systems; Modeling; Prediction algorithms; Systems engineering and theory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    VLSI, 2005. Proceedings. IEEE Computer Society Annual Symposium on
  • Print_ISBN
    0-7695-2365-X
  • Type

    conf

  • DOI
    10.1109/ISVLSI.2005.11
  • Filename
    1430166