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FPGA design method based on self-organization maps.

Research Project

Project/Area Number 21700061
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Computer system/Network
Research InstitutionKumamoto University

Principal Investigator

AMAGASAKI Motoki  熊本大学, 大学院・自然科学研究科, 助教 (50467974)

Project Period (FY) 2009 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Fiscal Year 2011: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2010: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2009: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Keywordsリコンフィギャラブルシステム / アルゴリズム / 自己組織化マップ
Research Abstract

A placement process is one of the heavily computational process in FPGA(Field Programmable Gate Array) design flow. Although nondeterministic algorithms such as SA(Simulated Annealing) algorithm are successful in solving this problem, they are known to be slow. We have been introduced neural network approach which is a Kohonen SOM(Sefl Organizing feature Maps) to FPGA placement. In our method, it is important to represent the features of netlists. However, it is not enough to sufficient for using only connection matrix as a input vectors in terms of computational resources and time. In this paper, we proposed input vector based on a shimbel index. We also discuss three graph distance measurement to enhance placement quality. Our method can improve computational time compared with SA based VPR using some benchmark circuits in the evaluation.

Report

(4 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (10 results)

All 2012 2011 Other

All Journal Article (1 results) (of which Peer Reviewed: 1 results) Presentation (6 results) Remarks (3 results)

  • [Journal Article] A Self-Organization Maps Approach to FPGA Placement2012

    • Author(s)
      M.Amagasaki, Y.Tomonari, M.Iida, M.Kuga, T.Sueyosh
    • Journal Title

      Proc.The 17th Workshop on Synthesis And System Integration of Mixed Information Technologies

      Pages: 468-469

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Presentation] A Self-Organization Maps Approach to FPGA Placement2012

    • Author(s)
      Motoki Amagasaki, Yasuaki Tomonari, Masahiro Iida, Morihiro Kuga and Toshinori Sueyoshi
    • Organizer
      The 17th Workshop on Synthesis And System Integration of Mixed Information Technologies(SASIMI2012)
    • Place of Presentation
      Beppu, Japan, B-CONPLAZA(別府市)
    • Year and Date
      2012-03-09
    • Related Report
      2011 Final Research Report
  • [Presentation] A Self-Organization Maps Approach to FPGA Placement2012

    • Author(s)
      M.Amagasaki, Y.Tomonari, M.Iida, M.Kuga, T.Sueyoshi
    • Organizer
      Workshop on Synthesis And System Integration of Mixed Information Technologies
    • Place of Presentation
      別府国際コンベンションセンター(大分県)
    • Year and Date
      2012-03-09
    • Related Report
      2011 Annual Research Report
  • [Presentation] 自己組織化マップを用いたFPGA配置手法の提案2011

    • Author(s)
      友成恭章, 尼崎太樹, 飯田全広, 久我守弘, 末吉敏則
    • Organizer
      信学技報RECONF2011-26
    • Place of Presentation
      名古屋大学(名古屋市)
    • Year and Date
      2011-09-26
    • Related Report
      2011 Final Research Report
  • [Presentation] 自己組織化マップを用いたFPGA配置手法の提案2011

    • Author(s)
      友成恭章, 尼崎太樹, 飯田全広, 久我守弘, 末吉敏則
    • Organizer
      電子情報通信学会RECONF研究会
    • Place of Presentation
      名古屋大学(愛知県)
    • Year and Date
      2011-09-26
    • Related Report
      2011 Annual Research Report
  • [Presentation] コホーネンネットワークを用いたFPGA配置アルゴリズム2011

    • Author(s)
      友成恭章, 尼崎太樹, 飯田全広, 久我守弘, 末吉敏則
    • Organizer
      情報処理学会九州支部
    • Place of Presentation
      パレスイン鹿児島(鹿児島市)
    • Year and Date
      2011-09-16
    • Related Report
      2011 Final Research Report
  • [Presentation] コホーネンネットワークを用いたFPGA配置アルゴリズム2011

    • Author(s)
      友成恭章, 尼崎太樹, 飯田全広, 久我守弘, 末吉敏則
    • Organizer
      情報処理学会九州支部若手の会セミナー
    • Place of Presentation
      パレスイン鹿児島(鹿児島県)
    • Year and Date
      2011-09-16
    • Related Report
      2011 Annual Research Report
  • [Remarks]

    • URL

      http://www.arch.cs.kumamoto-u.ac.jp

    • Related Report
      2011 Final Research Report
  • [Remarks]

    • Related Report
      2011 Annual Research Report
  • [Remarks]

    • URL

      http://www.arch.cs.kumamoto-u.ac.jp/~amagasaki

    • Related Report
      2010 Annual Research Report

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Published: 2009-04-01   Modified: 2016-04-21  

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