Personnel Information

写真b

Suguru N. Kudoh

Organization
School of Engineering Program of Artificial Intelligence and Mechanical Engineering
Research Fields, Keywords
neurorobot, bioimaging, patch clamp technique, fuzzy reasoning, brain-machine interface, cultured neuronal network, acute slice preparation, machine intelligence, Functional Near-Infrared Spectroscopy (fNIRS), deep learning, Neuronal Intelligence Engineering (NIE), Transcranial magnetic stimulation (TMS), Electroencephalogram (EEG), Self-organization map, Neuronal Intelligence Engineering, cognitive science, intelligence engineering, neuroengineering, neurophysiology, soft computing, ソフトコンピューティング，認知科学, 神経工学、神経生理学、知能工学, 神経知能工学
Teaching and Research Fields
Suguru N. Kudoh's main research interests include elucidation of the relationships between dynamics of neuronal network and inputted outer phenomenon. He has developed Bio-robot hybrid system, in which a living neuronal network cultured on a multi-electrodes-array is connected to a robot body with control rules, corresponding to genetically provided interfaces between brain and peripheral system. He believes that mind emerges from fluctuation of dynamics in hierarchized interactions between neurons. He is a member of IEEE EMBS, IEEE CIS, the Society for Neuroscience (USA), The Biophysical Society of Japan, the Japanese Society for Artificial Intelligence, Japan Society for Fuzzy Theory and Intelligent Informatics, and so on.
Mail Address
snkudoh@kwansei.ac.jp
URL
http://kg.nielab.net/
Syllabus information URL
https://syllabus.kwansei.ac.jp/uniasv2/UnSSOLoginControlFree?REQ_ACTION_DO=/AGA030PLS01Action.do?REQ_FUNCTION_JUMP_START_FLG=1&SLB_LINK_DISP_FLG=182&TCH_NO=090026&REQ_PRFR_FUNC_ID=AGA030
SDGs Related Goals
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Graduating School 【 display / non-display 】

  • Graduating School:Osaka University
    Faculty:Faculty of Engineering Science
    Course / Major:生物工学科

    Kind of school:University
    Date of graduation:1993.03
    Completion status:Advanced a year
    Country location code:Japan

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Graduate School 【 display / non-display 】

  • Graduate school:Osaka University
    Department:Graduate School, Division of Engineering Science
    Course:Biophysical Engineering

    Course completed:Doctor's Course
    Date of completion:1997.07
    Completion status:Unfinished Course
    Country:Japan

  • Graduate school:Osaka University
    Department:Graduate School, Division of Engineering Science
    Course:Biophysical Engineering

    Course completed:Master's Course
    Date of completion:1995.03
    Completion status:Completed
    Country:Japan

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Degree 【 display / non-display 】

  • Degree name:Doctor (Science)
    Classified degree field:Life Science / Biophysics
    Conferring institution:Osaka University
    Acquisition way:Thesis
    Date of acquisition:1998.06

  • Degree name:工学修士
    Classified degree field:Life Science / Biophysics
    Conferring institution:Osaka University
    Acquisition way:Coursework
    Date of acquisition:1995.03

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Career 【 display / non-display 】

  • Affiliation:Kwansei Gakuin University
    Department:Artificial Intelligence and Mechanical Engineering Course, Department of Engineering,
    Title:Professor
    Date:2021.04 -

  • Affiliation:Kwansei Gakuin University
    Department:School of Science and Technology Department of Human System Interaction
    Title:Professor
    Date:2014.04 -

  • Affiliation:Kwansei Gakuin University
    Department:School of Science and Technology Department of Human System Interaction
    Title:Associate Professor
    Date:2009.04 - 2013.03

  • Title:Researcher
    Date:2002.11 - 2006.03

  • Title:Researcher
    Date:2001.08 - 2009.03

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Association Memberships 【 display / non-display 】

  • Academic society name:The Institute of Electrical and Electronics Engineers, Engineering in Medicine and Biology Society
    Academic country located:United States

  • Academic society name:The Institute of Electrical and Electronics Engineers, Computational Intelligence Society
    Academic country located:United States

  • Academic society name:Society for Neuroscience (SFN)
    Academic country located:United States

  • Academic society name:Japan Society for Fuzzy Theory and Intelligent Informatics
    Academic country located:Japan

  • Academic society name:The Institute of Electrical Engineers of Japan (Electronics, Information and Systems) )
    Academic country located:Japan

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Research Areas 【 display / non-display 】

  • Research field:Life Science / Neuroscience-general

  • Research field:Informatics / Intelligent robotics

  • Research field:Informatics / Soft computing

  • Research field:Humanities & Social Sciences / Cognitive science

  • Research field:Life Science / Basic brain sciences

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Qualification acquired 【 display / non-display 】

  • Qualification title:Hazardous Material Handler (first kind)

  • Qualification title:Crane Motorman

  • Qualification title:Hang Up and Remove Work Skill Person

  • Qualification title:Other National Government Employee Examination

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Papers 【 display / non-display 】

  • Language: English
    Title: Effects of Reliability Against Others on Generation of False Memory
    Journal name: Journal of Japan Society for Fuzzy Theory and Intelligent Informatics  vol.35  (2)  (p.678 - 682)
    Date of publication: 2023.05
    Author(s): KUDOH Suguru N., OCHI Kenta

    DOI: 10.3156/jsoft.35.2_678

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  • Language: Japanese
    Title: Relationship between the processing time required for movement by initiation instructions and the process of behavioral expression.
    Journal name: Proceedings of the Fuzzy System Symposium  vol.39  (0)  (p.148 - 153)
    Date of publication: 2023
    Author(s): Komuro Yuta, Kudoh Suguru N.

    DOI: 10.14864/fss.39.0_148

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  • Language: Japanese
    Title: Recognition of instantaneous spatial patterns of evoked neuronal activity in cultured neural networks using deep learning.
    Journal name: Proceedings of the Fuzzy System Symposium  vol.39  (0)  (p.400 - 404)
    Date of publication: 2023
    Author(s): Asada Hiroki, Kudoh Suguru N.

    DOI: 10.14864/fss.39.0_400

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  • Language: Japanese
    Title: The relationship between the process of behavioral expression and the processing time required for movement initiation triggered by instructions.
    Journal name: Proceedings of the Fuzzy System Symposium  vol.39  (0)  (p.154 - 159)
    Date of publication: 2023
    Author(s): Hashimoto Kota, Kudoh Suguru N.

    DOI: 10.14864/fss.39.0_154

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  • Title: A Neuro-robot System Generating Collision Avoidance Behavior Using Short-term Depression Effects in a Cultured Neuronal Network
    Journal name: 2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS)
    Date of publication: 2022.11
    Author(s): Noritaka Yamaguchi, Suguru N. Kudoh

    DOI: 10.1109/scisisis55246.2022.10002119

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Books 【 display / non-display 】

  • Language: English
    Title: Prefrontal Activity Evoked by Transcranial Magnetic Stimulations (TMS) Is Enhanced by Observing the Behavior of Others
    Publisher: Converging Clinical and Engineering Research on Neurorehabilitation III
    Date of publication: 2019
    Author(s): Sayaka Morishita, Hidekatsu Ito, and Suguru N. Kudoh

    Type of books: Scholarly book
    Authorship：Sole author

  • Language: Japanese
    Title: ウェアラブル脳波計とスマートフォンで構成した脳波遠隔計測システム, 株式会社エヌ・ティー・エス『ウエアラブルエレクトロニクス』
    Publisher: 株式会社エヌ・ティー・エス
    Date of publication: 2014.06
    Author(s): 工藤卓、本多慶大

    Type of books: Scholarly book
    Area of responsibility: ウェアラブル脳波計とスマートフォンで構成した脳波遠隔計測システム
    Authorship：Joint author

  • Language: English
    Title: "Design to perform information processing in living neuronal network" a book chapter in "Creative Engineering Design in Robotics and Mechatronics", edited by Maki Habib
    Publisher: IGI Global, Hershey, USA
    Date of publication: 2013.03
    Author(s): Suguru N. Kudoh

    Type of books: Scholarly book
    Authorship：Joint author

  • Language: Japanese
    Title: 神経回路網の身体性：分散培養系神経回路網ロボット，国際高等研究所報告書 0906「スキルと組織」，椹木 哲夫(編)，第8章，pp.175-194
    Publisher: 国際高等研究所
    Date of publication: 2011.03
    Author(s): 林 勲，工藤 卓

    Type of books: Scholarly book
    Authorship：Joint author

  • Language: Japanese
    Title: 神経細胞, ナノバイオ大事典, pp.251-253
    Publisher: テクノシステム
    Date of publication: 2007.01
    Author(s): 工藤 卓, 田口 隆久

    Type of books: Scholarly book
    Authorship：Joint author

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MISC 【 display / non-display 】

  • Title:Analysis of a fluid flow in optical trapping of tiny particle
    Journal name:日本機械学会年次大会講演論文集(CD-ROM)  vol.2021
    Date of publication:2021
    Author(s):辻徹郎, 細川千絵, 細川千絵, 岸本龍典, 岸本龍典, 大久保匠, 工藤卓, 川野聡恭

  • Title:Single Particle Tracking Analysis of Optical Trapping Dynamics of AMPA-type Glutamate Receptors
    Journal name:電気学会論文誌 C  vol.141  (5)
    Date of publication:2021
    Author(s):岸本龍典, 岸本龍典, 工藤卓, 田口隆久, 細川千絵, 細川千絵

  • Title:Increased synaptic transmission efficiency under optical trapping of neurotransmitter receptor molecules on neuron
    Journal name:応用物理学会春季学術講演会講演予稿集(CD-ROM)  vol.68th
    Date of publication:2021
    Author(s):岸本龍典, 岸本龍典, 工藤卓, 田口隆久, 細川千絵, 細川千絵

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Works 【 display / non-display 】

  • Work title: 神経電気活動解析ソフトウェアFAUST
    Date：2002.01

    Work type：Software

  • Work title: 神経電気活動解析ソフトウェアFAUST
    Date：2002.01

    Work type：Software

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Awards 【 display / non-display 】

  • Prize: SCIS&ISIS 2022 Best Student Presentation Award
    Date awarded:2022.11
    Award type:Award from international society, conference, symposium, etc.
    Award-winner (group):Noritaka Yamaguchi, Suguru N. Kudoh

  • Prize: 日本知能情報ファジィ学会2022年度論文賞
    Date awarded:2022.09
    Country:Japan
    Award type:Honored in official journal of a scientific society, scientific journal
    Awarding organization：日本知能情報ファジィ学会
    Award-winner (group):越智 健太, 工藤 卓

  • Prize: 日本知能情報ファジィ学会2020年度論文賞
    Date awarded:2021.09
    Country:Japan
    Award type:Honored in official journal of a scientific society, scientific journal
    Awarding organization：日本知能情報ファジィ学会
    Award-winner (group):小田輝王, 工藤 卓

  • Prize: 日本知能情報ファジィ学会2020年度論文賞
    Date awarded:2021.09
    Country:Japan
    Award type:Honored in official journal of a scientific society, scientific journal
    Awarding organization：日本知能情報ファジィ学会
    Award-winner (group):小田輝王, 工藤 卓

  • Prize: 2020年度日本知能情報ファジィ学会奨励賞
    Date awarded:2020.09
    Country:Japan
    Award type:Award from Japanese society, conference, symposium, etc.
    Awarding organization：日本知能情報ファジィ学会
    Award-winner (group):三谷 諒、工藤 卓

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Research Projects 【 display / non-display 】

  • Research category:Grant-in-Aid for Challenging Research (Exploratory)
    Project year：2019.06 - 2022.03
    Title:生きている神経回路網の「機嫌」によって言葉を選ぶ片言対話エージェントの試み

  • Research category:Grant-in-Aid for Scientific Research(B)
    Project year：2019.04 - 2024.03
    Title:深層学習と3Dクラスタリングによる培養神経回路網の活動パターン識別

  • Research category:Grant-in-Aid for Scientific Research(B)
    Project year：2012.04 - 2017.03
    Title:生体神経回路網とファジィパターン識別法による学習システム

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Presentations 【 display / non-display 】

  • Conference name:日本認知科学会第41回大会
    Holding date：2024.10
    Presentation date：2024.10
    Title:体外離脱体験と自己位置感覚との関係性

  • Conference name:2024年度電気学会電子・情報・システム部門大会
    Holding date：2024.09
    Presentation date：2024.09
    Title:マインドフルネス瞑想に有効な導入方法の検討

  • Conference name:2024年度電気学会電子・情報・システム部門大会
    Holding date：2024.09
    Presentation date：2024.09
    Title:領域区分された培養神経回路網によるニューロロボットの衝突回避行動の生成

  • Conference name:2024年度電気学会電子・情報・システム部門大会
    Holding date：2024.09
    Presentation date：2024.09
    Title:培養神経回路網におけるストリームの履歴時間範囲の推定

  • Conference name:2024年度電気学会電子・情報・システム部門大会
    Holding date：2024.09
    Presentation date：2024.09
    Title:培養神経回路網における文節化の検証

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Teaching Experience (Off-campus) 【 display / non-display 】

  • Subject：輪講
    Institution name：Kwansei Gakuin University

  • Subject：論文作成演習IＢ
    Institution name：Kwansei Gakuin University

  • Subject：論文作成演習IＡ
    Institution name：Kwansei Gakuin University

  • Subject：論文作成演習IIＢ
    Institution name：Kwansei Gakuin University

  • Subject：論文作成演習IIＡ
    Institution name：Kwansei Gakuin University

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Committee Memberships 【 display / non-display 】

  • Organization name:日本生物物理学会
    Committee name:分野別専門委員

  • Organization name:日本知能情報ファジィ学会
    Committee name:理事

  • Organization name:計測自動制御学会 SI部門
    Committee name:表彰委員会

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