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Development of High-speed Information Processing System and Its Application to the Bioengineering Signal Processing

Research Project

Project/Area Number 02680029
Research Category

Grant-in-Aid for General Scientific Research (C)

Allocation TypeSingle-year Grants
Research Field Informatics
Research InstitutionThe University of Tokushima

Principal Investigator

AKAMATSU Norio  Tokushima University,Faculty of Engineering,Professor, 工学部, 教授 (20035629)

Co-Investigator(Kenkyū-buntansha) 河辺 徹  徳島大学, 工学部, 助手 (40224844)
Project Period (FY) 1990 – 1992
Project Status Completed (Fiscal Year 1992)
Budget Amount *help
¥1,400,000 (Direct Cost: ¥1,400,000)
Fiscal Year 1992: ¥400,000 (Direct Cost: ¥400,000)
Fiscal Year 1991: ¥400,000 (Direct Cost: ¥400,000)
Fiscal Year 1990: ¥600,000 (Direct Cost: ¥600,000)
KeywordsNeural computer / Surface maps / Pattern recognition / Connectionism / Neural computer architecture / Connection weights / High-speed information processing system / Large-scale integrated circuits / マルチセンサ- / ニュ-ラル・コンピュ-タ / 電磁ニュ-ラル・コンピュ-タ / パタ-ン分類 / 体表面電位図 / マルチプロセッサ / ニュ-ロネットワ-ク / 並列情報処理 / ニュ-ロン / 電磁結合
Research Abstract

In order to realize a high-speed information processing system,we have developed its hardware and software. On the basis of the measured data,we focus our attention to the feature extraction of body surface maps according to the difference of age and sex so as to accomplish pattern recognition of heart.
A neural computer is referred to as a connectionism or an ultra-parallel distributed processing system,compared to a conventional computer.However,it is necessary to develop an effective wire connecting method among neurons to realize a large-scale network involving a huge number of neurons.
This project proposes a new neural computer architecture in which each layer of the network is coupled electro-magnetically. The effectiveness of the new neural computer is confirmed by computer simulation. Since the connection weights in the neural computer can be realized without the need for special devices,the proposed neural computer may easily be produced by the technology used for large-scale integrated circuits.

Report

(4 results)
  • 1992 Annual Research Report   Final Research Report Summary
  • 1991 Annual Research Report
  • 1990 Annual Research Report
  • Research Products

    (17 results)

All Other

All Publications (17 results)

  • [Publications] Shingo Tanabe,Eizo Bando Hisao Yamagushi,Hiroshi Miyamoto Norio Akamatsu: "Measunement of Cartilage Thickness on the Articular Face of the Human Patella and Movement of the Patelle During Flexion of the Knee" Japanese Journal of Physical Fitness and Sports Medicine. 40. 102-110 (1991)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] 赤松 則男 中村 喜宏 河辺 徹: "電磁ニューラルコンピュータ" 電子情報通信学会論文誌 D-II. J74-D-II. 1448-1456 (1991)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Norio Akamatsu Yoshihiro Nakamaura Tohru kawabe: "Neural Computer Using Electromagnetic Coupling" Systems and Computers in Japan. 23. 85-96 (1992)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Figen Ulgen Norio Akamatsu: "A Fast Algorithm with a Guarantee to Learn:Binary Synaptic Weights Algorithm on Neural Networks" Proceedings of the SIMTEC WNN'92. 469-474 (1992)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] 赤松 則男: "デジタルニューロンのための新しいアルゴリズム-バイナリ結合荷重を持つニューラルネットワークで学習可能性を保証-" 電子技術. 35. 15-19 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Shingo Tanabe,Eizo Bando,Hisao Yamaguchi,Hiroshi Miyamoto and Norio Akamatsu: "Measurement of Cartilage Thickness on the Articular Face of the Human Patella and Movement of the Patella During Flexion of the Knee" Japanese Journal of Physical Fitness and Sports Medicine. Vol.40,No.1. 102-110 (1991)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Norio Akamatsu,Yoshihiro Nakamura and Tohru Kawabe: "Electro-Magnetic Neural Computer" Denshi Joho Tsushin Gakkai Ronbunshi. Vol.74-D-II,No.10. 1448-1456 (1991)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Norio Akamatsu,Yoshihiro Nakamura and Tohru Kawabe: "Neural Computer Using Electromagnetic Coupling" Systems and Computers in Japan. Vol.23,No.8. 85-96 (1992)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Figen Ulgen and Norio Akamatsu: "A Fast Algorithm with a Guarantee to Learn:Binary Synaptic Weights Algorithm on Neural Networks" Proceedings of the SIMTEC WNN'92. 469-474 (1992)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Norio Akamatsu: "A New Algorithm for Digital Neuron.-A Guarantee to Learn in Binary Synaptic Weights Neural Networks" Denshi Gijutsu. Vol.35,No.1. 15-19 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Norio Akamatsu Yoshihiro Nakamura Tohru Kawabe: "Neural Computer Using Electromagnetic Coupling" Systems and Computers in Japan. 23. 85-96 (1992)

    • Related Report
      1992 Annual Research Report
  • [Publications] 赤松 則男: "デジタルニューロンのための新しいアルゴリズム ‐バイナリ結合荷重を持つニューラルネットワークで学習可能性を保証‐" 電子技術. 35. 15-19 (1993)

    • Related Report
      1992 Annual Research Report
  • [Publications] Shingo Tanabe,Eizo Bando,Hisao Yamaguchi,Hiroshi Miyamoto,Norio Akamatsu: "Measunement of cartilage thickmesson the articular face of the human patella and amovement of the patella during flexion of the Knee" Japanese Journal of Physical Fitness and Sports Medicine. 40. 102-110 (1991)

    • Related Report
      1991 Annual Research Report
  • [Publications] 赤松 則男,中村 喜宏,河辺 徹: "電磁ニュ-ラルコンピュ-タ" 電子情報通信学会論文誌DーII. J74ーDーII. 1448-1456 (1991)

    • Related Report
      1991 Annual Research Report
  • [Publications] 中安 紀美子,赤松 則男,中屋 豊,森 博愛: "健常小児の極大値,極小値よりみた体表面電位図の主要単極誘導心電図の検討" 日本臨床生理学会雑誌. 20ー1. 7-16 (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] 中安 紀美子,中屋 豊,森 博愛,赤松 則男: "体表面電位図による健常小児のbreakthroughの検討" 日本臨床生理学会雑誌. 20ー2. 95-104 (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] 河辺 徹,得丸 英勝: "車両操舵システムの動特性解析と四輪操舵機構の設計" 日本機械学会論文集. 56ー530. 70-74 (1990)

    • Related Report
      1990 Annual Research Report

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Published: 1990-04-01   Modified: 2016-04-21  

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