High-performance systolic arrays for band matrix multiplication

Yun Yang*, Wenqing Zhao, Yasuaki Inoue

*この研究の対応する著者

    研究成果: Conference contribution

    10 被引用数 (Scopus)

    抄録

    Band matrix multiplication is widely used in DSP systems. However traditional Kung-Leiserson systolic array for band matrix multiplication cannot be realized with high cell-efficiency. In this paper, three high-performance band matrix multiplication systolic arrays (BMMSA) are presented based on the ideas of "Matrix Compression" and "Super Pipelined". These new systolic arrays are realized by compressing the data matrix skillfully and adjusting the operation sequence carefully. The results show that the best systolic array for band matrix multiplication uses almost 100% processing elements(PE) in each step. Also, these modifications increase the operation speed and at best spend only 1/3 processing time to complete the multiplication operation.

    本文言語English
    ホスト出版物のタイトルProceedings - IEEE International Symposium on Circuits and Systems
    ページ1130-1133
    ページ数4
    DOI
    出版ステータスPublished - 2005
    イベントIEEE International Symposium on Circuits and Systems 2005, ISCAS 2005 - Kobe, Japan
    継続期間: 2005 5月 232005 5月 26

    Other

    OtherIEEE International Symposium on Circuits and Systems 2005, ISCAS 2005
    国/地域Japan
    CityKobe
    Period05/5/2305/5/26

    ASJC Scopus subject areas

    • 電子工学および電気工学

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