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Studies on nonlinear dynamics hidden in an optokinetic reflex and brain inspired robot vision development

Research Project

Project/Area Number 25540110
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeSingle-year Grants
Research Field Soft computing
Research InstitutionKyushu Institute of Technology

Principal Investigator

SATO Yasuomi D.  九州工業大学, 生命体工学研究科(研究院), 助教 (40548442)

Project Period (FY) 2013-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2013: ¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Keywordsロボットビジョン / 神経振動子 / 非線形動力学 / 分岐遷移 / 眼球運動制御 / ニューラルネットワーク / 分岐特性
Research Abstract

Robots, which are helpful assistants in dangerous situations where humans cannot safely operate, have been required since natural and man-made disasters happened in Japan on March 2011. In the assistant robot construction, developments of the robot vision with the visual ability comparable to visual perceptions in the human brain (called humanoid vision) are the urgent research tasks. In the developments of human-like robot vision, we used neural models for an optokinetic reflex as well as robotic motion controls, in order to propose analysis on slopes of the firing rate for each neural model. We revealed nonlinear dynamical mechanisms such as bifurcation transitions, which were related to changes of the firing rate that might significantly be related to eye movement controls. In addition, we developed a binocular robot vision device in which such neural models will be implemented.

Report

(2 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • Research Products

    (11 results)

All 2014 2013 Other

All Journal Article (8 results) (of which Peer Reviewed: 8 results) Presentation (2 results) Remarks (1 results)

  • [Journal Article] Changes in Repetitive Firing Rate Related to Phase Response Curves for Andronov-Hopf bifurcations2014

    • Author(s)
      Yasuomi D. Sato
    • Journal Title

      Chinese Physics Letters

      Volume: 31(5) Pages: 50501-50501

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Changes of Firing Rates Induced by Changes of Phase Response Curves in Bifurcation Transitions2014

    • Author(s)
      Yasuomi D. Sato and Kazuyuki Aihara
    • Journal Title

      Neural Computation

      Volume: Acceptance Pages: 0-0

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Frequency gradient with respect to temperature for determination of classification of phase response curves2013

    • Author(s)
      Yasuomi D. Sato
    • Journal Title

      Chinese Physics Letters

      Volume: 30(12) Pages: 128201-128201

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Multi-scale elastic graph matching for face detection2013

    • Author(s)
      Yasuomi D. Sato and Yasutaka Kuriya
    • Journal Title

      EURASIP Journal on Advances in Signal Processing

      Volume: 2013 Pages: 175-175

    • URL

      http://asp.eurasipjournals.com/content/2013/1/175/about

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] An Optimal Power-Law of Synchrony and Lognormally Synaptic Weighted Hub-like Networks2013

    • Author(s)
      Yasuomi D. Sato
    • Journal Title

      Chinese Physics Letters

      Volume: 30(9) Pages: 98701-98701

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Transition frequencies in the neuronal oscillator2013

    • Author(s)
      Yasuomi D. Sato
    • Journal Title

      Europhysics Letters

      Volume: 102(5) Pages: 58004-58004

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Multi-scale elastic graph matching for face detection2013

    • Author(s)
      Yasuomi D. Sato, Yasutaka Kuriya
    • Journal Title

      EURASIP Journal on Advances in Signal Processing

      Volume: 2013 Issue: 1 Pages: 175-175

    • DOI

      10.1186/1687-6180-2013-175

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Changes of Firing Rates Induced by Changes of Phase Response Curves in Bifurcation Transitions

    • Author(s)
      Yasuomi D. Sato and Kazuyuki Aihara
    • Journal Title

      Neural Computation

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Presentation] Study on human brain inspired robot vision system developments (人間の脳に触発されたロボットビジョン開発に関する研究)2014

    • Author(s)
      Yasuomi D. Sato
    • Organizer
      (Oral) IEICE General Conference 2014
    • Place of Presentation
      iigata, Japan
    • Related Report
      2013 Final Research Report
  • [Presentation] Study on human brain inspired robot vision system developments2014

    • Author(s)
      佐藤能臣
    • Organizer
      IEICE General Conference 2014
    • Place of Presentation
      新潟大学
    • Related Report
      2013 Annual Research Report
  • [Remarks]

    • URL

      http://www.brain.kyutech.ac.jp/~sato-y/

    • Related Report
      2013 Final Research Report

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Published: 2014-07-25   Modified: 2016-11-25  

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