• DocumentCode
    3146654
  • Title

    Design of timing-error-resilient systolic arrays for matrix multiplication

  • Author

    Chi, Hsin-Chou ; Tseng, Hsi-Che ; Tsai, Kun-Lin

  • fYear
    2011
  • fDate
    17-18 Nov. 2011
  • Firstpage
    219
  • Lastpage
    222
  • Abstract
    With semiconductor technology scaling, the size of transistors and their operating voltage keep decreasing. One of the major problems with advanced semiconductor technology is timing errors caused by process variation and noises. With such problem, conventional worst-case designs suffer poor system performance. This paper proposes aggressive designs of systolic arrays for matrix multiplication which can tolerate timing errors. When timing errors occur, the system reconfigures the computing cells with little performance degradation. Our implementation results show that our proposed designs achieve tolerance of timing errors with reasonable cost.
  • Keywords
    integrated circuit design; logic design; matrix multiplication; semiconductor technology; systolic arrays; matrix multiplication; operating voltage; semiconductor technology scaling; systolic array design; timing-error-resilient systolic array; transistors size; VLSI design; error-resilient design; systolic arrays; timing errors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    SoC Design Conference (ISOCC), 2011 International
  • Conference_Location
    Jeju
  • Print_ISBN
    978-1-4577-0709-4
  • Electronic_ISBN
    978-1-4577-0710-0
  • Type

    conf

  • DOI
    10.1109/ISOCC.2011.6138749
  • Filename
    6138749