• DocumentCode
    2892767
  • Title

    Some results on Taylor-series function approximation on FPGA

  • Author

    Lee, Barry ; Burgess, Neil

  • Author_Institution
    Univ. of Wales, Cardiff, UK
  • Volume
    2
  • fYear
    2003
  • fDate
    9-12 Nov. 2003
  • Firstpage
    2198
  • Abstract
    This paper presents results from the design of a parameterised function approximation unit on FPGA. The Taylor-series expansion is used to approximate a function f(x) of 8 to 26-bits over a given domain [a, b]. A search of the 1st, 2nd and 3rd order Taylor expansions is performed for each operand length to find the most area efficient implementation in terms of LUT usage of a representative FPGA technology. Results show that trading lookup-logic and arithmetic-logic reduces the exponential logic requirement that occurs if a predominantly ROM based approximation is used.
  • Keywords
    adders; field programmable gate arrays; function approximation; read-only storage; series (mathematics); table lookup; FPGA technology; LUT; ROM; Taylor-series function approximation; arithmetic-logic; field programmable gate array; lookup table; parametrised function approximation; read-only memory; trading lookup-logic; Convergence; Equations; Field programmable gate arrays; Function approximation; Logic devices; Optimization methods; Read only memory; Signal generators; Table lookup; Taylor series;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems and Computers, 2004. Conference Record of the Thirty-Seventh Asilomar Conference on
  • Print_ISBN
    0-7803-8104-1
  • Type

    conf

  • DOI
    10.1109/ACSSC.2003.1292370
  • Filename
    1292370