• DocumentCode
    460435
  • Title

    Bit-Level Parallel Array Algorithms of Vector-Vector and Matrix-Matrix Multiplication

  • Author

    Li, Guo ; Miao-feng, Wang ; Tian, Qiu ; Lu, Liu ; Feng, Luo

  • Author_Institution
    Dept. of Electron. Sci. & Technol., Univ. of Sci. & Technol. of China, Hefei
  • Volume
    1
  • fYear
    2006
  • fDate
    38869
  • Firstpage
    567
  • Lastpage
    570
  • Abstract
    Based on Horner´ rule and Baugh-Wooley algorithm, this paper presents two novel bit-level parallel array algorithms of 2´s complement multiplication, and the algorithms have been mapped to systolic arrays by using linear mapping techniques. We propose two efficient systolic arrays of multiply and accumulate (MAC) operation and we also describe the vector-vector and matrix-matrix multiplication that can be efficiently implemented by using the MAC arrays. The two systolic arrays have high performance (low time complexity, space complexity and latency) and consume smaller gate-area in comparison to other architectures. It is suitable for VLSI implementation for its regularity and modularity
  • Keywords
    VLSI; matrix multiplication; systolic arrays; 2´s complement multiplication; Baugh-Wooley algorithm; Horner´ rule; MAC operation; VLSI implementation; bit-level parallel array algorithm; linear mapping technique; matrix-matrix multiplication; multiply-accumulate; systolic arrays; vector-vector multiplication; very large scale integration; Arithmetic; Delay; Digital systems; Kernel; Mathematical model; Speech processing; Systolic arrays; Very large scale integration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications, Circuits and Systems Proceedings, 2006 International Conference on
  • Conference_Location
    Guilin
  • Print_ISBN
    0-7803-9584-0
  • Electronic_ISBN
    0-7803-9585-9
  • Type

    conf

  • DOI
    10.1109/ICCCAS.2006.284700
  • Filename
    4063944