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Acquisition and Reproduction of Adaptive Behavioral Selection Indexes in Insect Using Omnidirectional Moving Treadmill

Research Project

Project/Area Number 19K14943
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 20020:Robotics and intelligent system-related
Research InstitutionOsaka University

Principal Investigator

Shigaki Shunsuke  大阪大学, 基礎工学研究科, 助教 (50825289)

Project Period (FY) 2019-04-01 – 2022-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2021: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2020: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2019: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords全方位移動型トレッドミル / 雌定位行動 / 生物模倣型ロボティクス / 雌探索行動 / 匂い源探索 / カイコガ雄成虫 / 情報エントロピー
Outline of Research at the Start

本研究では,昆虫の状況適応的に振舞う「賢さ」を工学的に再現可能か,という問いに対して,神経行動学と情報熱力学を統合的に用いることで挑戦する.昆虫は複雑に変化する環境に対して身体に備わる多様な感覚器情報を用いることで,次の行動を決定している.そこで本研究では,昆虫の行動選択指標を明らかにするために,まず,生物が環境から得る情報量と行動の関係性を神経行動学により取得する.次に,達成すべきタスクに必要となる情報を得るためにどのように行動を選択しているかを情報熱力学により定量的に解析する.最終的には,得られた現象を数理モデル化し,小型ロボットに実装することで,その性能を評価する.

Outline of Final Research Achievements

In this study, I addressed the acquisition of situational dependent behavior selection indicators of an insect, using the female localization behavior of a silkmoth as the target. I developed a novel behavior measurement device, an omnidirectional moving treadmill for the insect, and carried out experiments in which I intervened in the sensory stimuli given to the moth and its output behavior. I found that when setting a delay time to the movement, the behavior was compensated by sensory feedback, and when setting a delay time to sensory input, active searching behavior occurred in order to compensate for the discrepancy in sensory input.

Academic Significance and Societal Importance of the Research Achievements

本研究の成果によって,人工システムが不得意とするむだ時間に対して,小規模な神経系で構成される昆虫がどのように対処しているのかを全方位移動型トレッドミルと呼ぶ新奇な実験系を通して知ることに成功した.介入系を用いてさらに実験・解析を進めることで,小規模な神経系でありながら適応的な振る舞いを支える内部コントローラを解き明かすことが可能となる.

Report

(4 results)
  • 2021 Annual Research Report   Final Research Report ( PDF )
  • 2020 Research-status Report
  • 2019 Research-status Report
  • Research Products

    (36 results)

All 2022 2021 2020 2019 Other

All Journal Article (12 results) (of which Peer Reviewed: 12 results,  Open Access: 6 results) Presentation (23 results) (of which Int'l Joint Research: 7 results,  Invited: 3 results) Remarks (1 results)

  • [Journal Article] Learning a Generic Olfactory Search Strategy From Silk Moths by Deep Inverse Reinforcement Learning2022

    • Author(s)
      Hernandez-Reyes Cesar、Shigaki Shunsuke、Yamada Mayu、Kondo Takeshi、Kurabayashi Daisuke
    • Journal Title

      IEEE Transactions on Medical Robotics and Bionics

      Volume: 4 Issue: 1 Pages: 241-253

    • DOI

      10.1109/tmrb.2021.3129113

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Animal-in-the-loop System with Multimodal Virtual Reality to Elicit Natural Olfactory Localization Behavior2021

    • Author(s)
      Shigaki Shunsuke、Minakawa Natsuki、Yamada Mayu、Ohashi Hirono、Kurabayashi Daisuke、Hosoda Koh
    • Journal Title

      Sensors and Materials

      Volume: 33 Issue: 12 Pages: 4211

    • DOI

      10.18494/SAM.2021.3609

    • ISSN
      0914-4935, 2435-0869
    • Year and Date
      2021-12-20
    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Dynamic Model Identification for Insect Electroantennogram with Printed Electrode2021

    • Author(s)
      Yamada Naoki、Ohashi Hirono、Umedachi Takuya、Shimizu Masahiro、Hosoda Koh、Shigaki Shunsuke
    • Journal Title

      Sensors and Materials

      Volume: 33 Issue: 12 Pages: 4173

    • DOI

      10.18494/SAM.2021.3116

    • ISSN
      0914-4935, 2435-0869
    • Year and Date
      2021-12-20
    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] A novel framework based on a data-driven approach for modelling the behaviour of organisms in chemical plume tracing2021

    • Author(s)
      Okajima Kei、Shigaki Shunsuke、Suko Takanobu、Luong Duc-Nhat、Hernandez Reyes Cesar、Hattori Yuya、Sanada Kazushi、Kurabayashi Daisuke
    • Journal Title

      Journal of The Royal Society Interface

      Volume: 18 Issue: 181 Pages: 20210171-20210171

    • DOI

      10.1098/rsif.2021.0171

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multisensory-motor integration in olfactory navigation of silkmoth, Bombyx mori, using virtual reality system2021

    • Author(s)
      Yamada Mayu、Ohashi Hirono、Hosoda Koh、Kurabayashi Daisuke、Shigaki Shunsuke
    • Journal Title

      eLife

      Volume: 10

    • DOI

      10.7554/elife.72001

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Wearable Vibration Sensor for Measuring the Wing Flapping of Insects2021

    • Author(s)
      Yanagisawa Ryota、Shigaki Shunsuke、Yasui Kotaro、Owaki Dai、Sugimoto Yasuhiro、Ishiguro Akio、Shimizu Masahiro
    • Journal Title

      Sensors

      Volume: 21 Issue: 2 Pages: 593-593

    • DOI

      10.3390/s21020593

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Identification of Exploration and Exploitation Balance in the Silkmoth Olfactory Search Behavior by Information-Theoretic Modeling2021

    • Author(s)
      Hernandez-Reyes Cesar A.、Fukushima Shumpei、Shigaki Shunsuke、Kurabayashi Daisuke、Sakurai Takeshi、Kanzaki Ryohei、Sezutsu Hideki
    • Journal Title

      Frontiers in Computational Neuroscience

      Volume: 15

    • DOI

      10.3389/fncom.2021.629380

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Real-Time Odor Discrimination Using Single Antenna of Insect2020

    • Author(s)
      Shigaki Shunsuke、Ohashi Hirono、Sakurai Takeshi、Shimizu Masahiro、Hosoda Koh、Kurabayashi Daisuke
    • Journal Title

      IEEE Sensors Letters

      Volume: 4 Issue: 10 Pages: 1-4

    • DOI

      10.1109/lsens.2020.3024606

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] Flicking: variable sampling method for chemical plume tracing by an autonomous robot2020

    • Author(s)
      OKAJIMA Kei、SHIGAKI Shunsuke、SANADA Kazushi、KURABAYASHI Daisuke
    • Journal Title

      Transactions of the JSME (in Japanese)

      Volume: 86 Issue: 887 Pages: 19-00340-19-00340

    • DOI

      10.1299/transjsme.19-00340

    • NAID

      130007879938

    • ISSN
      2187-9761
    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Modeling of the Adaptive Chemical Plume Tracing Algorithm of an Insect Using Fuzzy Inference2020

    • Author(s)
      Shigaki Shunsuke、Shiota Yusuke、Kurabayashi Daisuke、Kanzaki Ryohei
    • Journal Title

      IEEE Transactions on Fuzzy Systems

      Volume: 28 Issue: 1 Pages: 72-84

    • DOI

      10.1109/tfuzz.2019.2915187

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Experimental Analysis of the Influence of Olfactory Property on Chemical Plume Tracing Performance2019

    • Author(s)
      Shigaki Shunsuke、Okajima Kei、Sanada Kazushi、Kurabayashi Daisuke
    • Journal Title

      IEEE Robotics and Automation Letters

      Volume: 4 Issue: 3 Pages: 2847-2853

    • DOI

      10.1109/lra.2019.2921948

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Analysis of the role of wind information for efficient chemical plume tracing based on optogenetic silkworm moth behavior2019

    • Author(s)
      Shigaki Shunsuke、Haigo Shoma、Hernandez Reyes Cesar、Sakurai Takeshi、Kanzaki Ryohei、Kurabayashi Daisuke、Sezutsu Hideki
    • Journal Title

      Bioinspiration & Biomimetics

      Volume: 14 Issue: 4 Pages: 046006-046006

    • DOI

      10.1088/1748-3190/ab1d34

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Presentation] Speed Modulation Mechanism of Insect by Integrating Odor and Wind Sensory Information during Odor Source Localization2022

    • Author(s)
      M. Yamada, H. Ohashi, K. Hosoda, D. Kurabayashi, and S. Shigaki
    • Organizer
      AROB-ISBC-SWARM 2022
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Analysis of insect navigation behavior modulation mechanism using multimodal virtual reality2021

    • Author(s)
      Shunsuke Shigaki
    • Organizer
      The 43th annual meeting of the Japanese Society for Comparative Physiology and Biochemistry
    • Related Report
      2021 Annual Research Report
    • Invited
  • [Presentation] 昆虫の嗅覚ナビゲーションシステム解明のための遠隔操作系の確立2021

    • Author(s)
      皆川 夏希,山田 真由, 大橋 ひろ乃, 細田 耕,倉林 大輔,志垣 俊介
    • Organizer
      日本機械学会ロボティクス・メカトロニクス部門講演会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 匂い源探索における昆虫の羽ばたき機能の構成的検証2021

    • Author(s)
      柳澤亮太,志垣 俊介, 清水正宏, 細田 耕
    • Organizer
      日本機械学会ロボティクス・メカトロニクス部門講演会
    • Related Report
      2021 Annual Research Report
  • [Presentation] Chemical Plume Tracing Model Learning from Insect Behavior2021

    • Author(s)
      K. Okajima, S. Shunsuke, K. Sanada, D. Kurabayashi
    • Organizer
      2021 IEEE/SICE International Symposium on System Integration (SII)
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] 昆虫の匂い源探索行動における視覚・風向情報の役割解析2021

    • Author(s)
      山田真由,大橋ひろ乃,倉林大輔,細田耕,志垣俊介
    • Organizer
      第33回自律分散システム・シンポジウム
    • Related Report
      2020 Research-status Report
  • [Presentation] Measurement and Analysis of Odor Source Search Behavior of Insect Using Virtual Reality System2020

    • Author(s)
      M. Yamada, S. Shigaki, H. Ohashi, M. Shimizu, K. Hosoda, D. Kurabayashi
    • Organizer
      SICE Annual Conference 2020
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Understanding insect search behavior through robot intervention2020

    • Author(s)
      Shunsuke Shigaki
    • Organizer
      第43回日本神経科学大会
    • Related Report
      2020 Research-status Report
    • Invited
  • [Presentation] 昆虫の触角電位応答に基づく匂い弁別システムの設計2020

    • Author(s)
      千葉崇宏,志垣俊介,眞田一志,倉林 大輔
    • Organizer
      日本機械学会ロボティクス・メカトロニクス部門講演会
    • Related Report
      2020 Research-status Report
  • [Presentation] バーチャルリアリティシステムを用いた昆虫の匂い源探索行動の計測と解析2020

    • Author(s)
      山田真由,志垣俊介,大橋ひろ乃,清水正宏,細田耕,倉林大輔
    • Organizer
      日本機械学会ロボティクス・メカトロニクス部門講演会
    • Related Report
      2020 Research-status Report
  • [Presentation] 匂い刺激入力と匂い源探索行動の同時計測システムの構築2020

    • Author(s)
      岡島慶, 志垣俊介,眞田一志,倉林大輔
    • Organizer
      第21回計測自動制御学会SI部門講演会
    • Related Report
      2020 Research-status Report
  • [Presentation] 昆虫触角の応答特性の変化についての解析2020

    • Author(s)
      山田直輝,細田耕,志垣俊介
    • Organizer
      第21回計測自動制御学会SI部門講演会
    • Related Report
      2020 Research-status Report
  • [Presentation] Electroantennography Measurement by Printed Electronics Electrode2020

    • Author(s)
      N. Yamada, S. Shigaki, M. Shimizu, H. Ohashi, T. Umedachi, T. Ogura and K. Hosoda
    • Organizer
      2020 IEEE/SICE International Symposium on System Integration (SII)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Analysis of the Effect of Sampling Strategy: Flicking for Chemical Plume Tracing by an Autonomous Robot2020

    • Author(s)
      K. Okajima, S. Shunsuke, C. Hernandez Reyes, K. Sanada and D. Kurabayashi
    • Organizer
      2020 IEEE/SICE International Symposium on System Integration (SII)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Variable Capture-Angle Sampling for Chemical Plume Tracing by an Autonomous Mobile Robot2020

    • Author(s)
      R. Yanagawa, K. Kurabayashi, K. Okajima, S. Shunsuke, Y. Hattori and D. Kurabayashi
    • Organizer
      2020 IEEE/SICE International Symposium on System Integration (SII)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] 昆虫の嗅覚ナビゲーション行動解析のための感覚介入システム2020

    • Author(s)
      志垣俊介,清水正宏,倉林大輔
    • Organizer
      第32回自律分散システム・シンポジウム
    • Related Report
      2019 Research-status Report
  • [Presentation] Development of Omnidirectional Mobile Treadmill for Neuroethology2019

    • Author(s)
      S. Shigaki, K. Sanada, and D. Kurabayashi
    • Organizer
      Living Machines 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Experimental Analysis of the Influence of Olfactory Property on Chemical Plume Tracing Performance2019

    • Author(s)
      S. Shigaki, K. Okajima, K. Sanada, and D. Kurabayashi
    • Organizer
      IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2019
    • Related Report
      2019 Research-status Report
  • [Presentation] 構成的手法による昆虫嗅覚ナビゲーション戦略の理解2019

    • Author(s)
      志垣俊介
    • Organizer
      令和元年度第三回ブレインウェア工学研究会
    • Related Report
      2019 Research-status Report
    • Invited
  • [Presentation] xperimental Verification of Printed Electrode for Electroantennogram2019

    • Author(s)
      N. Yamada, S. Shigaki, M. Shimizu, H. Ohashi, T. Umedachi, T. Ogura and K. hosoda
    • Organizer
      The 41th Annual Meeting Japanese Society for Comparative Physiology and Biochemistry
    • Related Report
      2019 Research-status Report
  • [Presentation] Analysis of the female searching behavior in silkworm moth by simultaneously measuring the change of odor distribution2019

    • Author(s)
      K. Okajima, S. Shigaki, T. Chiba, C. Hernandez Reyes, K. Sanada and D. Kurabayashi
    • Organizer
      The 41th Annual Meeting Japanese Society for Comparative Physiology and Biochemistry
    • Related Report
      2019 Research-status Report
  • [Presentation] 昆虫の適応行動理解のための移動型トレッドミルの構築2019

    • Author(s)
      志垣俊介,眞田一志,倉林大輔
    • Organizer
      日本機械学会ロボティクス・メカトロニクス部門講演会2019
    • Related Report
      2019 Research-status Report
  • [Presentation] 嗅覚応答特性が与えるナビゲーション性能への影響評価2019

    • Author(s)
      志垣俊介,岡島慶,眞田一志,倉林大輔,清水正宏
    • Organizer
      第37回日本ロボット学会学術講演会
    • Related Report
      2019 Research-status Report
  • [Remarks] 個人ページ

    • URL

      https://sshigaki.jimdofree.com/

    • Related Report
      2020 Research-status Report 2019 Research-status Report

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Published: 2019-04-18   Modified: 2023-01-30  

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