• DocumentCode
    802094
  • Title

    VLSI design of clustering analyser using systolic arrays

  • Author

    Lai, M.F. ; Nakano, M. ; Wu, Y.P. ; Hsieh, C.H.

  • Author_Institution
    Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
  • Volume
    142
  • Issue
    3
  • fYear
    1995
  • fDate
    5/1/1995 12:00:00 AM
  • Firstpage
    185
  • Lastpage
    192
  • Abstract
    Presents a VLSI architecture for clustering analysers. The proposed VLSI architecture exploits two-dimensional systolic arrays, which use a high degree of parallel and pipelined processing. The architecture dramatically reduces the immense number of processing elements which were required by previous architectures. Moreover, the same architecture can be utilised for applications with a variable number of input patterns. Also, unlike previous architectures, the patterns are applied to the inputs in a serial format, which can save a large number of pin counts, and therefore the proposed architecture is very attractive for VLSI implementation. Using the proposed architecture, the complexity of the VLSI circuit of the clustering analyser can be reduced significantly
  • Keywords
    VLSI; pattern recognition; pipeline processing; systolic arrays; 2D systolic arrays; VLSI architecture; circuit complexity; clustering analyser; input patterns; parallel processing; pin counts; pipelined processing; serial format;
  • fLanguage
    English
  • Journal_Title
    Computers and Digital Techniques, IEE Proceedings -
  • Publisher
    iet
  • ISSN
    1350-2387
  • Type

    jour

  • DOI
    10.1049/ip-cdt:19951790
  • Filename
    392513