• DocumentCode
    2722377
  • Title

    Design study of (2 x 2) core architecture for matrix multiplications via programmable graph architecture

  • Author

    Mun, Jun-Hee ; Peng, Muling ; Hong, Sanggjin ; Doboli, Alex ; Tang, K. Wendy

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Stony Brook Univ., NY
  • fYear
    2005
  • fDate
    19-23 Sept. 2005
  • Firstpage
    87
  • Lastpage
    88
  • Abstract
    This paper presents a 2 times 2 core architecture for matrix multiplications via the programmable graph architecture approach proposed earlier. A larger matrix-matrix multiplication can be carried out through sub-matrix decomposition. The iterative operation is completely performed with simple arithmetic operations and memory accesses. The core architecture is structurally described using Verilog and its functionality has been verified. Performance of the operation and factors influencing the execution are analyzed
  • Keywords
    digital arithmetic; logic design; matrix decomposition; matrix multiplication; arithmetic operations; iterative operation; matrix multiplications; memory access; programmable graph architecture; submatrix decomposition; Arithmetic; Computer architecture; Concurrent computing; Electronics packaging; Graph theory; Hardware design languages; Matrix decomposition; Performance analysis; Routing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    SOC Conference, 2005. Proceedings. IEEE International
  • Conference_Location
    Herndon, VA
  • Print_ISBN
    0-7803-9264-7
  • Type

    conf

  • DOI
    10.1109/SOCC.2005.1554463
  • Filename
    1554463