WAGATSUMA Hiroaki

写真a

Title

Associate Professor

Laboratory

2-4 Hibikino, Wakamatsu-ku, Kitakyushu-shi, Fukuoka

Research Fields, Keywords

Nonlinear dynamics, Emergent intelligence, Episodic memory and emotion, Societal robot, Computational neuroscinece, Neuroinformatics, Sport biomechanics, Rehabilitation support

E-mail

E-mail address

Degree 【 display / non-display

  • Tokyo Denki University -  Doctor of Science  2005.02

Biography in Kyutech 【 display / non-display

  • 2019.04
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    Now

    Kyushu Institute of TechnologyGraduate School of Engineering   Department of Mechanical and Control Engineering   Associate Professor  

  • 2019.04
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    Now

    Kyushu Institute of TechnologyGraduate School of Life Science and Systems Engineering   Department of Human Intelligence Systems   Associate Professor  

  • 2018.04
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    Now

    Kyushu Institute of TechnologySchool of Engineering   Department of Mechanical and Control Engineering   Associate Professor  

  • 2018.04
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    Now

    Kyushu Institute of TechnologyGraduate School of Life Science and Systems Engineering   Department of Human Intelligence Systems   Associate Professor  

  • 2018.04
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    Now

    Kyushu Institute of TechnologyGraduate School of Life Science and Systems Engineering   Department of Human Intelligence Systems   Associate Professor  

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Biography before Kyutech 【 display / non-display

  • 2018.07
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    Now

    RIKEN   Center for Brain Science (CBS)   Visiting Scientist   JAPAN

  • 2016.04
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    Now

    The National Institute of Advanced Industrial Science and Technology   Artificial Intelligence Research Center   Cross-Appointment Fellow   JAPAN

  • 2014.04
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    2015.03

    National Institute of Technology, Kitakyushu College   part-time lecturer   JAPAN

  • 2009.10
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    2017.03

    RIKEN   Brain Science Institute   Visiting Scientist   JAPAN

  • 2009.04
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    2009.09

      part-time lecturer   JAPAN

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Academic Society Memberships 【 display / non-display

  • 1995.04
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    IEICE, Society D  JAPAN

  • 1995.04
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    Now
     

    Japanese Neural Network Society  JAPAN

  • 2012.07
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    Now
     

    The Japanese Society for Artificial Intelligence  JAPAN

  • 2011.05
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    Now
     

    The Society of Instrument and Control Engineers  JAPAN

  • 2007.10
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    Now
     

    The Robotics Society of Japan  JAPAN

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Specialized Field (scientific research fund) 【 display / non-display

  • Life / Health / Medical informatics

  • Kansei informatics

  • Sports science

  • Intelligent informatics

  • Medical sociology

 

Research Career 【 display / non-display

  • Bio-medical signal processing, efficient sparse coding and the applications

    MCA; UDWT, DCT and other basis functions (filters)  

    Project Year: 2013.04  -  Now 

  • Sport dynamics and synergy analysis based on mathematical methods focusing on the non-linearity

    Elastic materials (such as Carbon fibers), integrative analysis between ordinary and partial differential equations  

    Project Year: 2009.10  -  Now 

  • Artificial intelligence, control theory, system design, rehabilitation supports inspired from non-linear dynamics in the brain-body-environment coordination.

    Dynamical system, Multibody dynamics, Topology, Differential equations, Manifold theory  

    Project Year: 2009.10  -  Now 

  • Computational neuroscience focusing on theta phase coding in the hippocampus and the application to brain-inspired robotics

    Hippocampal theta phase coding, Episodic memory, Prefrontral-hippocampal interplay for emergent intelligence, Neuronal basis for emerging emotion, feelings and realistic sensations  

    Project Year: 2000.04  -  Now 

  • Neuroinformatics project; Multi-scale modeling of biological systems including body morphology, brain computation, cellular mechanisms

    Neuroinformatics, Computational Neuroscience  

    Project Year: 2000.04  -  Now 

Publications (Article) 【 display / non-display

  • A neural network model self-organizing a cognitive map using theta phase precession. In Man Cybernetics Society Staff IEEE Systems (Eds.)

    Wagatsuma, H., Yamaguchi, Y

    IEEE Smc'99 Conference Proceedings    3   199 - 204   1999.12  [Refereed]

    Japan  Tokyo  1999.12  -  1999.12

  • Self-organization of the cognitive map in a neural network model using theta phase precession

    Wagatsuma, H., Yamaguchi, Y.

    The 30th Annual Meeting of the Society for Neuroscience, (SFN 2000)      2000.11  [Refereed]

    USA  New Orleans, Louisiana  2000.11  -  2000.11

  • Learning of the cognitive map in the hippocampal network.

    Wagatsuma, H., Yamaguchi, Y.

    Proceedings of World Multiconference on Systemics, Cybernetics and Informatics (ISAS-SCI'2001), Vol. XVI (Cybernetics and Informatics: Concepts and Applications (Part I), In N. Callaos, Q. Guo, S. Pierre, and S. Muravyov (Eds.)      505 - 509   2001.12  [Refereed]

    USA  Orlando, Florida  2001.12  -  2001.12

  • A Hippocampal network with asymmetric connections for episodes in a T-maze alternation task

    Wagatsuma, H., Yamaguchi, Y.

    The 32nd Annual Meeting of the Society for Neuroscience (SFN 2002)      2002.11  [Refereed]

    USA  Orlando, Florida  2002.11  -  2002.11

  • Synchronization of neural oscillations as a possible mechanism underlying episodic memory: A study of theta rhythm in the hippocampus

    Yamaguchi, Y., Aota, Y., Sato, N., Wagatsuma, H., Wu, Z

    Journal of Integrative Neuroscience    3 ( 2 ) 143 - 157   2004.06  [Refereed]

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Publications (Books) 【 display / non-display

  • 強いAI・弱いAI 研究者に聞く人工知能の実像

    鳥海不二夫,松原仁,山田誠二,松尾豊,東中竜一郎,羽生善治,我妻広明,山川宏,栗原聡,中島秀之 ( Joint Work ,  脳・身体知から自動運転まで(6章) )

    丸善出版  2017.10 ISBN: 4621301799

     View Summary

    非線形システムの研究として、脳・身体知から自動運転までを一貫した研究として展開できることを解説

  • Neuromorphic and Brain-Based Robot

    1. Krichmar J, Wagatsuma H. ( Joint Editor )

    Cambridge University Press  2011.09 ISBN: 9780521768788

  • Information Extraction from the Internet

    Dimitrova, M., Wagatsuma, H. ( Joint Work )

    iConcept Press Ltd.  2011.08 ISBN: 978-0-9807-3303-7

  • Neuromorphic and brain-based robots

    Krichmar J., Wagatsuma H. ( Single Work )

    Neuromorphic and Brain-Based Robots  2011.01 ISBN: 9780511994838

     View Summary

    © Cambridge University Press 2011. Neuromorphic and brain-based robotics have enormous potential for furthering our understanding of the brain. By embodying models of the brain on robotic platforms, researchers can investigate the roots of biological intelligence and work towards the development of truly intelligent machines. This book provides a broad introduction to this groundbreaking area for researchers from a wide range of fields, from engineering to neuroscience. Case studies explore how robots are being used in current research, including a whisker system that allows a robot to sense its environment and neurally inspired navigation systems that show impressive mapping results. Looking to the future, several chapters consider the development of cognitive, or even conscious robots that display the adaptability and intelligence of biological organisms. Finally, the ethical implications of intelligent robots are explored, from morality and Asimov's three laws to the question of whether robots have rights.

    Scopus

  • History and potential of neuromorphic robotics

    ( Joint Work )

    2011.01 ISBN: 9780511994838

    Scopus

Conference Prsentations (Oral, Poster) 【 display / non-display

  • An Application of Pix2Pix Approach from Aerial Photos to Vector Representation in the Digital Map and its Limitation

    WON JungHyun, KANAMARU Kazuki, WAGATSUMA Hiroaki

    Proceedings of the Fuzzy System Symposium  2018.01  -  2018.01 

    CiNii

  • A PHD Filter Solution for Instability of the Target Labeling in the Vehicle Installation EHF-Band Radar System

    KANAMARU Kazuki, Fukushima Katsumi, WON JungHyun, WAGATSUMA Hiroaki

    Proceedings of the Fuzzy System Symposium  2018.01  -  2018.01 

    CiNii

  • "Standardization of Data Formats, Metadata and Protocols for the Safety Assessment of Automated Driving Systems: A Mesoscopic Analysis"

    WAGATSUMA Hiroaki, WON JungHyun, KANAMARU Kazuki

    Proceedings of the Fuzzy System Symposium  2018.01  -  2018.01 

    CiNii

  • Integrated Simulator for Decision Making System of Autonomous Driving

    Miyoshi Ryuhei, Miyazaki Ryogo, Hashimoto Kouhei, Ishida Yutaro, Watanabe Masahiko, Ui Kenichi, Ichise Ryutarou, Wagatsuma Hiroaki, Tamukoh Hakaru

    Proceedings of the Fuzzy System Symposium  2018.01  -  2018.01 

    CiNii

  • An Integrated Framework to Clarify Characteristics of EEG Activities in the Aim of Clinical Data Treatment on Epilepsy: A Workflow by Using NIX and odML Metadata Format

    Kamal, Md. S.

    17th China-Japan-Korea Joint Workshop on Neurobiology and Neuroinformatics (NBNI 2017)  2017.11  -  2017.12 

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Lectures 【 display / non-display

  • 脳内知識表現とその工学的実現について~Brain-inspired System(Brain-IS)の立場から

    知識型AI技術とその応用、活用手法を学ぶ ~ルールベース,スキルベース,知識ベースに基づいた柔軟性と高い信頼性を実現する技術 ( BIZ新宿 )  2018.08.31  日本情報技術センター

  • 天才を科学する- アスリートの脳波・視線追尾・身体動作の同時計測から見る分析結果の再現性・検証可能性・普遍性について

    情報処理学会 アクセシビリティ研究会 第7回研究会 ( 早稲田大学西早稲田キャンパス )  2018.08.24  情報処理学会

  • 述語論理から組込みへ:人工知能技術の社会実装具体化に向けたオントロジー技術の活用

    第167回 産学交流サロン「ひびきのサロン」 ( 北九州学術研究都市 学術情報センター 遠隔講義室 )  2018.06.18 

  • アスリートの脳波・視線追尾・身体動作の同時計測

    応用脳科学コンソーシアム 「九州工業大学 脳型知能ハードウエア開発とAIロボット研究ワークショップ」 ( 北九州学術研究都市 産学連携センター中会議室1 )  2018.02.08  株式会社NTTデータ経営研究所,北九州産業学術推進機構 共催

  • コンクリートひび割れ自動検出0.1mm以下に迫るAI・インフラロボット点検技術開発の現況

    平成29年度 JSNDI九州支部 第3回技術サロン及び JANDT 西日本支部技術交流会 ( 九州機械工業振興会 第1研修室 )  2017.11.10 

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Activities of Academic societies and Committees 【 display / non-display

  • 2017.02
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    Japanese Neural Network Society