Shingo Murata

J-GLOBAL         Last updated: Dec 11, 2019 at 14:46
 
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Name
Shingo Murata
Affiliation
National Institute of Informatics
Section
Principles of Informatics Research Division
Job title
Assistant Professor
Degree
Ph.D.(Waseda University)

Profile

My research field is cognitive robotics that draws on cognitive neuroscience, robotics, machine learning, and so on. In particular, my research interests include (but are not limited to): (1) synthetically understanding computational mechanisms of human cognitive functions such as perception, action, and attention which are self-organized through learning continuous sensory-motor experiences, and (2) realizing intelligent robots that can interact or collaborate with other cognitive agents (humans or robots). Furthermore, I am also interested in (3) understanding computational mechanisms of psychiatric disorders such as autism spectrum disorder and schizophrenia in terms of cognitive robotics study.

Research Areas

 
 

Academic & Professional Experience

 
Apr 2018
 - 
Today
Assistant Professor, Principles of Informatics Research Division, National Institute of Informatics
 
Apr 2018
 - 
Today
Assistant Professor, Department of Informatics, School of Multidisciplinary Science, The Graduate University for Advanced Studies
 
Apr 2016
 - 
Mar 2018
Research Associate, Department of Modern Mechanical Engineering, School of Creative Science and Engineering, Waseda University
 

Education

 
Apr 2013
 - 
Mar 2016
Department of Modern Mechanical Engineering, Graduate School of Creative Science and Engineering, Waseda University
 
Apr 2011
 - 
Mar 2013
Department of Modern Mechanical Engineering, Graduate School of Creative Science and Engineering, Waseda University
 
Apr 2007
 - 
Mar 2011
Department of Modern Mechanical Engineering, School of Creative Science and Engineering, Waseda University
 

Awards & Honors

 
Sep 2016
Best Paper Award, The 25th International Conference on Artificial Neural Networks (ICANN 2016)
Winner: Tatsuro Yamada, Shingo Murata, Hiroaki Arie, and Tetsuya Ogata
 
Mar 2014
Best Paper Award for Young Researcher of IPSJ National Convention, Information Processing Society of Japan
 

Published Papers

 
Shingo Murata, Wataru Masuda, Jiayi Chen, Hiroaki Arie, Tetsuya Ogata, and Shigeki Sugano
In Proceedings of the 26th International Conference on Neural Information Processing (ICONIP 2019)      Dec 2019   [Refereed]
Shingo Murata, Hikaru Yanagida, Kentaro Katahira, Shinsuke Suzuki, Tetsuya Ogata, and Yuichi Yamashita
In Proceedings of the 2019 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2019)   3839-3845   Oct 2019   [Refereed]
Shingo Murata, Hiroki Sawa, Shigeki Sugano, and Tetsuya Ogata
In Proceedings of the Ninth Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics (ICDL-EpiRob 2019)   151-156   Aug 2019   [Refereed]
Namiko Saito, Kitae Kim, Shingo Murata, Tetsuya Ogata, and Shigeki Sugano
In Proceedings of the 2018 IEEE-RAS 18th International Conference on Humanoid Robots (Humanoids 2018)   814-819   Nov 2018   [Refereed]
Yuheng Wu, Kuniyuki Takahashi, Hiroki Yamada, Kitae Kim, Shingo Murata, Shigeki Sugano, and Tetsuya Ogata
In Proceedings of the Eighth Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics (ICDL-EpiRob 2018)   169-174   Sep 2018   [Refereed]
Namiko Saito, Kitae Kim, Shingo Murata, Tetsuya Ogata, and Shigeki Sugano
In Proceedings of the Eighth Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics (ICDL-EpiRob 2018)   91-96   Sep 2018   [Refereed]
Udara Manawadu, Takahiro Kawano, Shingo Murata, Mitsuhiro Kamezaki, Junya Muramatsu, and Shigeki Sugano
In Proceedings of the 2018 IEEE Intelligent Vehicles Symposium (IV'18)   2009-2014   Jun 2018   [Refereed]
Udara Manawadu, Takahiro Kawano, Shingo Murata, Mitsuhiro Kamezaki, and Shigeki Sugano
In Proceedings of the 2018 International Conference on Intelligent Human Systems Integration: Integrating People and Intelligent Systems (iHSI 2018)   106-111   Jan 2018   [Refereed]
Hayato Idei, Shingo Murata, Yiwen Chen, Yuichi Yamashita, Jun Tani, and Tetsuya Ogata
Computational Psychiatry   2 164-182   2018   [Refereed]
Ryoichi Nakajo, Shingo Murata, Hiroaki Arie, and Tetsuya Ogata
Frontiers in Neurorobotics   12(46) 1-12   2018   [Refereed]

Conference Activities & Talks

 
Analysis of Imitative Interactions between Typically Developed or Autistic Participants and a Robot with a Recurrent Neural Network
Shingo Murata, Kai Hirano, Naoto Higashi, Shin-ichiro Kumagaya, Yuichi Yamashita, and Tetsuya Ogata
The Ninth Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics (ICDL-EpiRob 2019)   Aug 2019   
Altered Sense of Self Induced by Functional Disconnection in a Hierarchical Neural Network: A Neuro-Robotics Study
Hayato Idei, Shingo Murata, Yuichi Yamashita, and Tetsuya Ogata
International Consortium on Hallucination Research and Related Symptoms Kyoto Satellite Meeting (ICHR 2018 KYOTO)   Oct 2018   
Altered Behavioral Flexibility and Generalization Induced by Reduced Heterogeneity of Intrinsic Neuronal Excitability: A Neurorobotics Study
Hayato Idei, Shingo Murata, Yuichi Yamashita, and Tetsuya Ogata
WPA XVII World Congress of Psychiatry   Oct 2017   
Representation Learning of Logical Words via Seq2seq Learning from Linguistic Instructions to Robot Actions
Tatsuro Yamada, Shingo Murata, Hiroaki Arie, and Tetsuya Ogata
Workshop on Representation Learning for Human and Robot Cognition, The 5th International Conference on Human–Agent Interaction (HAI 2017)   Oct 2017   
Logically Complex Symbol Grounding for Interactive Robots by Seq2seq Learning with an LSTM-RNN
Tatsuro Yamada, Shingo Murata, Hiroaki Arie, and Tetsuya Ogata
The Thirtieth Annual Conference on Neural Information Processing Systems (NIPS 2016)   Dec 2016   

Research Grants & Projects

 
Japan Society for the Promotion of Science (JSPS): Grant-in-Aid for Early-Career Scientists
Project Year: Apr 2019 - Mar 2022    Investigator(s): Shingo Murata
Japan Science and Technology Agency: Feasibility Study of Specific Research Proposal
Project Year: Oct 2018 - Mar 2019    Investigator(s): Shingo Murata
Japan Society for the Promotion of Science (JSPS): Grant-in-Aid for Young Scientists (B)
Project Year: Apr 2017 - Mar 2019    Investigator(s): Shingo Murata