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Development of spike-driven phase-oscillator integrated circuits for information processing systems with brain-like structures

Research Project

Project/Area Number 23650118
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Sensitivity informatics/Soft computing
Research InstitutionKyushu Institute of Technology

Principal Investigator

MORIE Takashi  九州工業大学, 大学院・生命体工学研究科, 教授 (20294530)

Research Collaborator MATSUZAKA Kenji  九州工業大学, 大学院・生命体工学研究科, 技術職員
TOHARA Takashi  九州工業大学, 大学院・生命体工学研究科, 博士後期課程学生
Project Period (FY) 2011 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2012: ¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Fiscal Year 2011: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywords電子デバイス・機器 / スパイク駆動 / 位相振動子 / 集積回路 / 脳型情報処理
Research Abstract

Pulse-coupled phase oscillator network systems that implement time-domain information processing using timing of spike pulses mimicking information processing architecture in the brain were designed and developed using a CMOS integrated circuit technology. First, integrated circuits that implement coupled systems of several oscillators were fabricated and the relationship between circuit parameters and oscillator operation was analyzed by measuring the fabricated chips. Then, we designed and developed integrated circuits for a coupled oscillator system that consists of 900 oscillator circuits corresponding with 30x30 pixels of an image, and verified image region segmentation operation using a fabricated chip. We also invented circuit configurations to reduce the effects of device mismatches that inevitably occur in the integrated circuit fabrication.

Report

(3 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Research-status Report
  • Research Products

    (24 results)

All 2013 2012 2011 Other

All Journal Article (10 results) (of which Peer Reviewed: 4 results) Presentation (11 results) (of which Invited: 1 results) Remarks (3 results)

  • [Journal Article] スパイクベース非線形演算のためのCMOS結合位相振動子回路2013

    • Author(s)
      東原敬,松坂建治,西広海,森江隆
    • Journal Title

      電子情報通信学会技術研究報告(NLP)

      Volume: Vol.112,No. 389 Pages: 137-142

    • Related Report
      2012 Final Research Report
  • [Journal Article] FPGAにより制御される専用アナログチップを用いたスパイキングニューラルネットワークシステムの開2013

    • Author(s)
      前田道孝,Frank Maldonado H.,松尾貴之,田中秀樹,梁海超,松坂建治,森江隆,合原一幸
    • Journal Title

      電子情報通信学会技術研究報告(NC)

      Volume: Vol.112, No.390 Pages: 181-186

    • Related Report
      2012 Final Research Report
  • [Journal Article] スパイクベース非線形演算のためのCMOS結合位相振動子回路2013

    • Author(s)
      東原 敬, 松坂 建治, 西 広海, 森江 隆
    • Journal Title

      電子情報通信学会 技術研究報告 NLP

      Volume: 112(389) Pages: 137-142

    • Related Report
      2012 Annual Research Report
  • [Journal Article] FPGAにより制御される専用アナログチップを用いたスパイキングニューラルネットワークシステムの開発2013

    • Author(s)
      前田 道孝, Frank Maldonado H., 松尾 貴之, 田中 秀樹, 梁 海超, 松坂 建治, 森江 隆, 合原 一幸
    • Journal Title

      電子情報通信学会 技術研究報告 NC

      Volume: 112(390) Pages: 181-186

    • Related Report
      2012 Annual Research Report
  • [Journal Article] LSI実装に向けたパルス結合位相振動子系に基づくスパイクベース演算2012

    • Author(s)
      松坂建治,田中秀樹,大久保悟,東原敬,森江隆
    • Journal Title

      電子情報通信学会技術研究報告 (NC)

      Volume: Vol.112, No.227 Pages: 127-132

    • NAID

      110009636975

    • Related Report
      2012 Final Research Report
  • [Journal Article] Analog CMOS Circuit Imple-mentation of a Pulse-coupled PhaseOscillator System and Observation ofSynchronization Phenomena, NonlinearTheory and lts Applications2012

    • Author(s)
      K.Matsuzaka, T. Tohara, K. Nakada, andT. Morie
    • Journal Title

      IEICE

      Volume: Vol.3, No.2 Pages: 180-190

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Analog CMOS circuit implementation of a pulse-coupled phase oscillator system and observation of synchronization phenomena2012

    • Author(s)
      K. Matsuzaka, T. Tohara, K. Nakada, and T. Morie
    • Journal Title

      Nonlinear Theory and Its Applications, IEICE

      Volume: 3 Issue: 2 Pages: 180-190

    • DOI

      10.1587/nolta.3.180

    • NAID

      130002139289

    • ISSN
      2185-4106
    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] LSI実装に向けたパルス結合位相振動子系に基づくスパイクベース演算2012

    • Author(s)
      松坂 建治, 田中 秀樹, 大久保 悟, 東原 敬, 森江 隆
    • Journal Title

      電子情報通信学会 技術研究報告 NC

      Volume: 112(227) Pages: 127-132

    • NAID

      110009636975

    • Related Report
      2012 Annual Research Report
  • [Journal Article] Analog CMOS Circuit Implementation of a System of Pulse‐Coupled Oscillators for Spike-Based Computation2011

    • Author(s)
      K. Matsuzaka, K. Nakada, and T. Morie
    • Journal Title

      IEEE Int. Symp. on Circuits and Systems(ISCAS 2011)

      Pages: 2849-2852

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Analog CMOS Circuit Implementation of a System of Pulse-Coupled Oscillators for Spike-Based Computation2011

    • Author(s)
      K. Matsuzaka, K. Nakada, and T. Morie
    • Journal Title

      IEEE Int. Symp. on Circuits and Systems (ISCAS 2011)

      Volume: - Pages: 2849-2852

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Presentation] 知的センシグデバイスデバイスのための脳型処理モデルを実現するアナログ・ディジタル融合LSI2012

    • Author(s)
      江隆,秦佑輔、西広海、松坂建治
    • Organizer
      電気学会センサ・マイクロマシン部門大会,第29回「センサ・マイクロマシンと応用システム」シンポジウム
    • Place of Presentation
      北九州国際会議場(北九州)
    • Year and Date
      2012-10-22
    • Related Report
      2012 Final Research Report
  • [Presentation] 大局的画像領域分割のための領域ベース結合MRFモデルを実現するPWM方式画素回路アレイ2012

    • Author(s)
      西広海,秦佑輔,松坂建治,森江隆
    • Organizer
      LSIとシステムのワークシヨツプ
    • Place of Presentation
      北九州国際会議場(北九州)
    • Year and Date
      2012-05-29
    • Related Report
      2012 Final Research Report
  • [Presentation] A 656G0PS/W pixel processor array with time-domain nonlinear computation for image region Segmentation2012

    • Author(s)
      K. Matsuzaka, H. Tanaka, S. Okubo, and T. Morie
    • Organizer
      IEEE 59th International Solid-State Circuit Conference (ISSCC2012) Student Research Preview
    • Place of Presentation
      San Francisco, USA.
    • Year and Date
      2012-02-19
    • Related Report
      2012 Final Research Report
  • [Presentation] A 656GOPS/W pixel processor array with time-domain nonlinear computation for image region segmentation2012

    • Author(s)
      Kenji Matsuzaka, Hideki Tanaka, Okubo Satoru, and Takashi Morie
    • Organizer
      IEEE 59th International Solid-State Circuit Conference (ISSCC2012) Student Research Preview
    • Place of Presentation
      米国,サンフランシスコ
    • Related Report
      2011 Research-status Report
  • [Presentation] Analog CMOS Circuit Implementation of a Pulse-Coupled Phase Oscillator System2011

    • Author(s)
      K. Matsuzaka, T. Tohara, K. Nakada, and T. Morie
    • Organizer
      4th East-Asia Inter-University Workshop on Brain Engineering (EAW2011)
    • Place of Presentation
      Daejeon, Korea
    • Year and Date
      2011-12-27
    • Related Report
      2012 Final Research Report
  • [Presentation] パルス結合位相振動子系を実現するCMOS回路2011

    • Author(s)
      東原敬,松坂建治,中田一紀,森江隆
    • Organizer
      電気学会電子・情報・システム部門大会
    • Place of Presentation
      富山大学(富山)
    • Year and Date
      2011-09-08
    • Related Report
      2012 Final Research Report
  • [Presentation] A CMOS Circuit Realizing Pulse-Coupled Phase Oscillator Systems2011

    • Author(s)
      T. Tohara, K. Matsuzaka, K. Nakada, and T. Morie
    • Organizer
      11th POSTECH-KYUTECH Joint Workshop on Neuroinformatics
    • Place of Presentation
      韓国,ポハン
    • Related Report
      2011 Research-status Report
  • [Presentation] Analog CMOS Circuit Implementation of a Pulse-Coupled Phase Oscillator System2011

    • Author(s)
      K. Matsuzaka, T. Tohara, K. Nakada, and T. Morie
    • Organizer
      4th East-Asia Inter-University Workshop on Brain Engineering (EAW2011)
    • Place of Presentation
      韓国,デジョン
    • Related Report
      2011 Research-status Report
  • [Presentation] パルス結合位相振動子系を実現するCMOS回路2011

    • Author(s)
      東原 敬, 松坂 建治, 中田 一紀, 森江 隆
    • Organizer
      電気学会 電子・情報・システム部門大会
    • Place of Presentation
      富山県
    • Related Report
      2011 Research-status Report
  • [Presentation] 大局的画像領域分割のための領域ベース結合MRFモデルを実現するPWM方式画素回路アレイ

    • Author(s)
      西 広海, 秦 佑輔, 松坂 建治, 森江 隆
    • Organizer
      LSIとシステムのワークショップ
    • Place of Presentation
      北九州
    • Related Report
      2012 Annual Research Report
  • [Presentation] 知的センシグデバイスデバイスのための脳型処理モデルを実現するアナログ・ディジタル融合LSI

    • Author(s)
      森江 隆, 秦 佑輔 、西 広海 、松坂 建治
    • Organizer
      電気学会 センサ・マイクロマシン部門大会, 第29回「センサ・マイクロマシンと応用システム」シンポジウム
    • Place of Presentation
      北九州
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Remarks]

    • URL

      http://www.brain.kyutech.ac.jp7morie/

    • Related Report
      2012 Final Research Report
  • [Remarks] 九州工業大学 大学院生命体工学研究科 脳情報専攻 脳型集積システム研究室

    • URL

      http://www.brain.kyutech.ac.jp/~morie/index.html

    • Related Report
      2012 Annual Research Report
  • [Remarks]

    • URL

      http://www.brain.kyutech.ac.jp/~morie/

    • Related Report
      2011 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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