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Associative Memory Using Neuron CMOS Inverters

Research Project

Project/Area Number 15K06032
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Electron device/Electronic equipment
Research InstitutionTokai University

Principal Investigator

FUJIMOTO KUNIAKI  東海大学, 基盤工学部, 教授 (60229044)

Co-Investigator(Renkei-kenkyūsha) YAHARA Mitsutoshi  東海大学福岡短期大学, 情報処理学科, 教授 (30259692)
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2017: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2016: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords連想メモリ / ニューロンCMOS / ハミング距離 / マンハッタン距離 / 集積回路 / ニューロンCMOS / クロックドCMOS / CAM / 一致検索 / 類似検索
Outline of Final Research Achievements

An associative memory system finds the reference data that is the most similar to the input data, and outputs the reference data quickly. The fast search capability of the associative memory, which can find similar data from mass data in database is extremely useful for many fields including character recognition, fingerprint recognition, data compression, color image recognition, and so on. In this study, we aim to improve the performance of associative memory LSI by using a neuron CMOS inverter, which behaves similarly to a nerve cell, or neuron. In this project period, we design, fabricate and verify the associative memory LSI chips using neuron CMOS inverters which search similar data based on the Hamming distance and the Manhattan distance at high speed.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (19 results)

All 2018 2017 2016 2015

All Journal Article (10 results) (of which Peer Reviewed: 7 results,  Open Access: 3 results) Presentation (8 results) (of which Int'l Joint Research: 2 results) Funded Workshop (1 results)

  • [Journal Article] Multiple Frequency Digital Phase-Locked Loop Based on Multi-Phase Clock Divider with Constant Pulse Interval2018

    • Author(s)
      矢原 充敏、藤本 邦昭、清田 英夫
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems

      Volume: 138 Issue: 4 Pages: 387-394

    • DOI

      10.1541/ieejeiss.138.387

    • NAID

      130006602515

    • ISSN
      0385-4221, 1348-8155
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Wide Range Manhattan Distance Search Circuit Using Neuron CMOS Inverters2018

    • Author(s)
      Yujiro Harada, Kuniaki Fujimoto, Kei Eguchi, Masaaki Fukuhara, Masahiro Yoshida
    • Journal Title

      International Journal of Innovative Computing, Information and Control

      Volume: 14 Pages: 161-170

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Proposal of Hamming Distance Detectors Using a Clocked Neuron MOS Inverter to CAM2017

    • Author(s)
      Takanori Kurano, Tasuku Nakajima, Nao Onji, Masaaki Fukuhara, Yujiro Harada, Kuniaki Fujimoto
    • Journal Title

      Proc. of the 2017 IEEE Region 10 Conference (TENCON)

      Volume: 1 Pages: 1042-1047

    • DOI

      10.1109/tencon.2017.8228011

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A 2-Mode Digital FLL Using Frequency Comparator Corresponding to Cycle Slip2017

    • Author(s)
      Mitsutoshi Yahara, Kuniaki Fujimoto, Yujiro Harada, Kinya Matsumoto
    • Journal Title

      ICIC Express Letters Part B: Applications

      Volume: 8 Pages: 1271-1278

    • NAID

      40021411909

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 原田裕二郎、藤本邦昭、福原雅朗、吉田正廣2017

    • Author(s)
      A Minimum Hamming Distance Search Associative Memory Using Neuron CMOS Inverters
    • Journal Title

      Electronics and Communications in Japan

      Volume: 100(3) Issue: 3 Pages: 10-18

    • DOI

      10.1002/ecj.11929

    • Related Report
      2016 Research-status Report
    • Open Access
  • [Journal Article] A Minimum Manhattan Distance Retrieving Circuit Using Neuron CMOS Inverters2016

    • Author(s)
      原田裕二郎、藤本邦昭、江口啓、福原雅朗、吉田正廣
    • Journal Title

      International Journal of Electronics and Electrical Engineering

      Volume: 4 Pages: 290-295

    • DOI

      10.18178/ijeee.4.4.290-295

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Design of a Wide Range Hamming Distance Search Circuit using Neuron CMOS Inverters2016

    • Author(s)
      原田裕二郎、藤本邦昭、江口啓、福原雅朗、吉田正廣
    • Journal Title

      Indian Journal of Science and Technology

      Volume: 9 Issue: 28 Pages: 1-5

    • DOI

      10.17485/ijst/2016/v9i28/97957

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] IEEJ Transactions on Electronics, Information and Systems2016

    • Author(s)
      原田裕二郎、矢原充敏、松本欣也、藤本邦昭
    • Journal Title

      Electronics and Communications in Japan

      Volume: 99(12) Issue: 12 Pages: 84-90

    • DOI

      10.1002/ecj.11921

    • Related Report
      2016 Research-status Report
  • [Journal Article] ニューロンCMOSインバータを用いた最小ハミング距離検索連想メモリ2016

    • Author(s)
      原田裕二郎、藤本邦昭、福原雅朗、吉田正廣
    • Journal Title

      電気学会論文誌C

      Volume: 136 Pages: 36-42

    • NAID

      130005116468

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] 分周比に依存しないデューティ比50%の可変分周器とそのPLLへの応用2016

    • Author(s)
      原田裕二郎、矢原充敏、松本欣也、藤本邦昭
    • Journal Title

      電気学会論文誌C

      Volume: 136 Pages: 2-7

    • NAID

      130005116465

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Presentation] ニューロンCMOSを用いたRAM型連想メモリ2017

    • Author(s)
      本田貴顕, 西口大嗣, 佐保十世紀, 藤本邦昭
    • Organizer
      第19回日本知能情報ファジィ学会九州支部学術講演会
    • Related Report
      2017 Annual Research Report
  • [Presentation] ニューロンCMOSを用いたROM型連想メモリ2017

    • Author(s)
      後藤健太, 花田光成, 佐保十世紀, 藤本邦昭
    • Organizer
      第19回日本知能情報ファジィ学会九州支部学術講演会
    • Related Report
      2017 Annual Research Report
  • [Presentation] ニューロンCMOSを用いた範囲内ハミング距離検索連想メモリ2017

    • Author(s)
      佐保十世紀, 藤本邦昭
    • Organizer
      第25回電子情報通信学会九州支部学生会講演会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Proposal of a Hamming Distance Search CAM with Neuron CMOS A/D Converters2016

    • Author(s)
      Masaaki Fukuhara、Makoto Urakami、Sho Hayakawa、Akihiro Ueda、Yujiro Harada、Kuniaki Fujimoto、Masahiro Yoshida
    • Organizer
      ICEIT2016(2016 International Conference on Engineering and Information Technology)
    • Place of Presentation
      Cebu City Marriott Hotel セブ(フィリピン)
    • Year and Date
      2016-01-19
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] ニューロンCMOSインバータを用いた範囲内ハミング距離検索回路2015

    • Author(s)
      原田裕二郎、藤本邦昭
    • Organizer
      第17回日本知能情報ファジィ学会九州支部学術講演会
    • Place of Presentation
      東海大学熊本校舎
    • Year and Date
      2015-12-12
    • Related Report
      2015 Research-status Report
  • [Presentation] ニューロンCMOSインバータを用いた直列型A/D変換回路2015

    • Author(s)
      原田裕二郎、藤本邦昭
    • Organizer
      バイオメディカル・ファジィ・システム学会第28回年次大会
    • Place of Presentation
      東海大学熊本校舎
    • Year and Date
      2015-11-21
    • Related Report
      2015 Research-status Report
  • [Presentation] ニューロンCMOSインバータを用いた連想メモリ2015

    • Author(s)
      原田裕二郎、藤本邦昭
    • Organizer
      電子情報通信学会九州支部学生会講演会
    • Place of Presentation
      福岡大学
    • Year and Date
      2015-09-04
    • Related Report
      2015 Research-status Report
  • [Presentation] A Minimum Manhattan Distance Retrieving Circuit Using Neuron CMOS Inverters2015

    • Author(s)
      Yujiro Harada、Kuniaki Fujimoto、Kei Eguchi、Masaaki Fukuhara、Masahiro Yoshida
    • Organizer
      ICACTE 2015(8th International Conference on Advanced Computer Theory and Engineering)
    • Place of Presentation
      Ramada Hotel Berlin Alexanderplatz ベルリン(ドイツ)
    • Year and Date
      2015-08-13
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Funded Workshop] ICACTE 2015(8th International Conference on Advanced Computer Theory and Engineering)2015

    • Place of Presentation
      Ramada Hotel Berlin Alexanderplatz ベルリン(ドイツ)
    • Year and Date
      2015-08-10
    • Related Report
      2015 Research-status Report

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Published: 2015-04-16   Modified: 2019-03-29  

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