KATO Shohei

写真a

Affiliation Department etc.

Department of Computer Science
Department of Computer Science

Title

Professor

Mail Address

E-mail address

Graduating School

  •  
    -
    1993.03

    Nagoya Institute of Technology   Faculty of Engineering   Dept. of Electrical and Computer Engineering   Graduated

Graduate School

  •  
    -
    1998.03

    Nagoya Institute of Technology  Graduate School, Division of Engineering  dept. of Electorical and Computer EngineeringDoctor's Course  Completed

Degree

  • Nagoya Institute of Technology -  Doctor (Engineering)

External Career

  • 2016.04
    -
    Now

    National Center for Geriatrics and Gerontology   Visiting Researcher  

  • 1999.04
    -
    2002.03

    Toyota National College of Technology   dept. of Electrical and Electronic Engineering   Lecturer  

  • 1998.04
    -
    1999.03

    Toyota National College of Technology   dept. of Electrical Engineering,   Research Assistant  

Academic Society Affiliations

  • 2011.06
    -
    Now

    Japan Society for Dementia Research

  • 2010.11
    -
    Now

    The Institute of Electrical Engineers of Japan

  • 2009.07
    -
    Now

    IEEE

  • 2006.10
    -
    Now

    Japan Sciety of Kansei Engineering

  • 2005.06
    -
    Now

    The Robotics Sciety of Japan

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Field of expertise (Grants-in-aid for Scientific Research classification)

  • Multimedia database

  • Computer system

  • Kansei informatics

  • Perceptual information processing

  • Intelligent informatics

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Research Career

  • early detection of mild dementia from elderly using speech prosody and cerebral blood flow activation

    Collaboration in Japan   (not selected)  

    Project Year:  2009.04  -  Now

  • psychological mechanisms and affective computing in human-robot interaction

    Collaboration in Japan   (not selected)  

    Project Year:  2002.04  -  Now

  • advanced AI approach to motion control for humanoid robot

    Collaboration in Japan   (not selected)  

    Project Year:  2002.04  -  Now

  • multiagent approaches to artificial society and artificial life

    Collaboration in Organization   (not selected)  

    Project Year:  2002.04  -  Now

Papers

  • Constrained GA Based Segment Assignment in Shield Tunneling to Minimize the Amount of Excavated Soil

    Koya Ihara Shohei Kato Takehiko Nakaya Tomoaki Ogi

    The 7th IEEE Global Conference on Consumer Electronics (GCCE 2018)   7   197 - 198   2018.10  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Discrimination of Motor Imagery from Functional MR Image of Human Brain Using Multi-ROI 3D Convolutional Neural Networks

    Tomofumi Nakano, Shohei Kato, Epifanio Bagarinao, Akihiro Yoshida, Mika Ueno, Toshiharu Nakai

    The 7th IEEE Global Conference on Consumer Electronics (GCCE 2018)   7   214 - 215   2018.10  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • A Method of Updating Tastes Toward Friendly Agents for Kansei Communication

    Kazuaki Fukuta, Shohei Kato

    The 7th IEEE Global Conference on Consumer Electronics (GCCE 2018)   7   141 - 143   2018.10  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Mood Estimation Considering Features to Contribute Mood Using ECG Signals During Recalling Incidents from the Past

    Akane Kitagawa, Shohei Kato

    The 7th IEEE Global Conference on Consumer Electronics (GCCE 2018)   7   283 - 284   2018.10  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Real-time functional MRI-based neurofeedback improves volitional recall of brain activation patterns during motor imagery training

    Epifanio Bagarinao, Akihiro Yoshida, Mika Ueno, Kazunori Tanabe, Shohei Kato, Haruo Isoda, Toshiharu Nakai

    Brain Connects 2018     23 - 24   2018.06  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Application of 3D Convolutional Neural Networks for Neuro-Feedback Training Using Real-Time Functional MRI

    Tomofumi Nakano, Shohei Kato, Epifanio Bagarinao, Akihiro Yoshida, Mika Ueno, Toshiharu Nakai

    Brain Connects 2018   15   37 - 38   2018.06

    Research paper (international conference proceedings)   Multiple Authorship

  • AI technology-based detecting cognitive impairment of elderly people from speech and fNIRS signals during verbal interaction

    Shohei Kato

    Brain Connects 2018     8 - 9   2018.06  [Invited]

    Research paper (international conference proceedings)   Single Author

  • Improved Volitional Recall of Motor-Imagery-Related Brain Activation Patterns Using Real-Time Functional MRI-Based Neurofeedback.

    Epifanio Bagarinao, Akihiro Yoshida, Mika Ueno, Kazunori Terabe, Shohei Kato, Haruo Isoda, Toshiharu Nakai

    Frontiers in human neuroscience   12   Article158 (13pages)   2018.04  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • Easy Screening for Mild Alzheimer’s Disease and Mild Cognitive Impairment from Elderly Speech

    Shohei Kato, Akira Homma, Takuto Sakuma

    Current Alzheimer Research, Thematic Issue of "Speech production in persons with dementia   15 ( 2 ) 104 - 110   2018.02  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • Multiobjective Optimization in One-Player Mahjong Using MM-NEAT PROCEDINGS_ALPHABET : 23rd International Symposium on Artificial Life and Robotics

    Koya Ihara, Shohei Kato

    23rd International Symposium on Artificial Life and Robotics (AROB 2018)     2018.01  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

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Books

  • Early Detection and Rehabilitation Technologies for Dementia: Neuroscience and Biomedical Applications

    Shohei Kato, Sachio Hanya, Akiko Kobayashi, Toshiaki Kojima, Hidenori Itoh, Akira Homma (Part: Multiple Authorship )

    IGI Global  2011.05 ISBN: 978-1-60960-559-9

  • Evolution of Adaptive Behavior toward Environmental Change in Multi-Agent Systems

    Atsuko Mutoh, Hideki Hashizume, Shohei Kato and Hidenori Itoh (Part: Multiple Authorship )

    InTech  2011.04 ISBN: 978-953-307-176-3

  • Biped Robots

    Shohei Kato, Minoru Ishida (Part: Multiple Authorship )

    InTech  2011.02 ISBN: 978-953-307-216-6

  • Kansei Engineering and Soft Computing: Theory and Practice

    Masayoshi Kanoh, Tsuyoshi Nakamura, Shohei Kato, Hidenori Itoh (Part: Multiple Authorship )

    IGI Global  2010.10 ISBN: 978-1-61692-797-4

  • Informatics in Control, Automation and Robotics I

    Kohshiro Noritake, Shohei Kato, Hidenori Itoh (Part: Multiple Authorship )

    Springer  2006.04 ISBN: 978-1-4020-4136-5

Review Papers

  • AI technology-based detecting cognitive impairment of elderly people from speech and fNIRS signals during verbal interaction

    Shohei KATO

    Brain Connects 2018     8 - 9   2018.06  [Invited]

    Introduction and explanation (international conference proceedings)   Single Author

  • Intuitive Control and Affective Computing in Robotics for Symbiosis with Human

    Shohei KATO

    Brain Connects 2016 (as Focus Lecture 7)     30 - 32   2016.09  [Invited]

    Introduction and explanation (international conference proceedings)   Single Author

  • Affective Computing and Characterization for Kansei Communication Robot

    Shohei KATO

      31 ( 5 ) 671 - 678   2016.09  [Invited]

    Introduction and explanation (scientific journal)   Single Author

  • Information Technology to Detect Cognitive Impairment from Elderly's Speech: toward a dementia screening system accessible to all elderlies

    Shohei Kato, Hidetoshi Endo, Akira Homma

    Artificial Intelligence   31 ( 3 ) 356 - 362   2016.05  [Invited]

    Introduction and explanation (scientific journal)   Multiple Authorship

  • Affective Computing and Interaction Design for Kansei Robotics

    Shohei KATO

    Journal of Japan Society of Kansei Engineering   13 ( 4 ) 211 - 219   2015.12  [Invited]

    Introduction and explanation (scientific journal)   Single Author

  • Information Technology for Detecting Dementia from Elderly Speech Record

    Shohei Kato

    Gokiso   461   6 - 7   2014.09

    Introduction and explanation (others)   Single Author

  • Soft Computing Approaches to Motion Control for Humanoid Robots

    Shohei KATO, Hidenori ITOH

    International Symposium on Micro-Nano Mechatronics and Human Science ( IEEE )    47 - 52   2005.11

    Introduction and explanation (scientific journal)   Multiple Authorship

Presentations

  • Potentiality of 3D Convolutional Neural Networks to Discriminate Motor Imagery from a Functional Brain Image of an Unknown Subject(掲載決定)

    中野智文, 加藤昇平, EpifanioBagarinao, 吉田彰浩, 上野美果, 中井敏晴

    ISMRM Japanese Chapter  2018.12  -  2018.12 

  • Potentiality of 3D Convolutional Neural Networks to Discriminate Motor Imagery from a Functional Brain Image of an Unknown Subject(掲載決定)

    中野智文, 加藤昇平, EpifanioBagarinao, 吉田彰浩, 上野美果, 中井敏晴

    ISMRM Japanese Chapter  2018.12  -  2018.12 

  • Mental State Estimation Using ECG Signals during Thinking about the Near Future to Realize Mental Care Robot

    SI2018  2018.12  -  2018.12 

  • A Humanoid Robot That Instructs Elderly People in Keep-fit Class and Assesses Their Movements Using Dynamic Time Warping

    SI2018  2018.12  -  2018.12 

  • Segment Assignment in Shield Tunneling Using Constrained Genetic Algorithm for Reducing the Amount of Excavated Soil

    SI2018  2018.12  -  2018.12 

  • A Proposal of Neuroimage Classi cation Using Multi-ROI 3D Convolutional Neural Networks for a Motor Imagery Support System

    SI2018  2018.12  -  2018.12 

  • Hierarchical Reinforcement Learning Introducing Genetic Algorithm for POMDP Environments

    SI2018  2018.12  -  2018.12 

  • A Proposal of Neuroimage Classi cation Using Multi-ROI 3D Convolutional Neural Networks for a Motor Imagery Support System

    SI2018  2018.12  -  2018.12 

  • Mental State Estimation Using ECG Signals during Thinking about the Near Future to Realize Mental Care Robot

    SI2018  2018.12  -  2018.12 

  • A Humanoid Robot That Instructs Elderly People in Keep-fit Class and Assesses Their Movements Using Dynamic Time Warping

    SI2018  2018.12  -  2018.12 

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Academic Awards Received

  • IEEE GCCE 2018 Outstanding Paper Award

    2018.10.11    

    Winner: Kazuaki Fukuta,Shohei Kato

  • IEEE GCCE 2017 Outstanding Paper Award

    2017.10.26    

    Winner: Rina Hayashi, Shohei Kato

  • Prizes for Science and Technology, Research Category, The Commendation for Science and Technology by the Minister of Education, Culture, Sports, Science and Technology

    2015.04.15    

    Winner: Shohei Kato

 
 

Academic Activity

  • 2014.11
    -
    2015.12

    The Institute of Electrical Engineers of Japan  

  • 2014.09
    -
    2015.03

    INSTICC  

  • 2014.01
    -
    2014.07

    IEEE  

  • 2013.12
    -
    2014.09

    Japan Sciety of Kansei Engineering  

  • 2013.09
    -
    2014.03

    INSTICC  

  • 2013.08
    -
    2014.02

    Japanese Sciety for Artificial Intelligence  

  • 2013.01
    -
    2013.07

    IEEE  

  • 2012.12
    -
    2013.09

    Japan Sciety of Kansei Engineering  

  • 2012.10
    -
    2013.09

    IFAAMAS  

  • 2012.07
    -
    2013.09

    Japanese Sciety for Artificial Intelligence  

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