Kawai Yuji

カワイユウジ | Kawai Yuji

Affiliation and department：
Job title： Associate Professor
Homepage URL (2)： http://www.er.ams.eng.osaka-u.ac.jp/kawai/hp/ , http://www.er.ams.eng.osaka-u.ac.jp/kawai/hp/?lang=en

Research field (3)： Cognitive sciences , Neuroscience - general , Intelligent robotics

Research keywords (4)： Human-robot interaction , Machine Learning , Cognitive Science , Computational Neuroscience

Research theme for competitive and other funds (5)：

2023 - 2027 小脳の全脳予測による運動・認知・情動の計算論
2017 - 2023 An exploration of the principle of emerging interactions in spatiotemporal diversity
2018 - 2021 工学・脳科学をエビデンスとした社会的基盤概念と価値の創生
2017 - 2020 R&D for Computing Platform Inspired by Human Brain Cognition
2013 - 2016 Mirror neuron system by sensorimotor abstraction based on reward

Papers (51)：

Yuji Kawai, Minoru Asada. Spatiotemporal motor learning with reward-modulated Hebbian plasticity in modular reservoir computing. Neurocomputing. 2023. 558. 126740
Yuji Kawai, Jihoon Park, Minoru Asada. Reservoir computing using self-sustained oscillations in a locally connected neural network. Scientific Reports. 2023. 13. 1. 15532
Yuji Kawai, Tomohito Miyake, Jihoon Park, Jiro Shimaya, Hideyuki Takahashi, Minoru Asada. Anthropomorphism-based causal and responsibility attributions to robots. Scientific Reports. 2023. 13. 1. 12234
Yuji Kawai, Jihoon Park, Ichiro Tsuda, Minoru Asada. Learning long-term motor timing/patterns on an orthogonal basis in random neural networks. Neural Networks. 2023. 163. 298-311
Jihoon Park, Yuji Kawai, Minoru Asada. Spike timing-dependent plasticity under imbalanced excitation and inhibition reduces the complexity of neural activity. Frontiers in Computational Neuroscience. 2023. 17. 1169288

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MISC (1)：

KAWAI Yuji, NAGAI Yukie, ASADA Minoru. 2A1-M11 Maturational Constraints Lifted by Self-Organization in Perceptual Space for Cognitive Learning(Neurorobotics & Cognitive Robotics). 2012. 2012. "2A1-M11(1)"-"2A1-M11(4)"

Books (3)：

ロボットからヒトを識る
大阪大学出版会 2018
高校生のための心理学講座 -心の不思議を解き明かそう
誠信書房 2016
RoboCup 2012: Robot Soccer World Cup XVI Lecture Notes in Computer Science
Springer 2013

Lectures and oral presentations (7)：

Autistic children classification on MEG signal using deep learning and its explanation
(第43回日本神経科学大会シンポジウム『人工知能とビッグデータは精神神経疾患の神経科学に何をもたらすか?』 2020)
人工物への心理学的責任帰属
(応用脳科学コンソーシアムニューロ/AI ELSIワークショップ 2019)
機械学習の説明性と応用脳科学
(応用脳科学コンソーシアムニューロ/AI ELSIワークショップ 2019)
リザバーコンピューティングから探る脳神経ネットワークの情報処理
(JST CREST・さきがけナノエレ領域主催「リザバーコンピューティングワークショップ〜基礎から最前線まで」 2019)
運動創発から身体性認知への計算論的アプローチ
(JST/RISTEX/HITE研究開発プロジェクト「自律機械と市民をつなぐ責任概念の策定」第8回研究会 2019)

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Education (3)：

2011 - 2016 Osaka University Graduate School of Engineering Department of Adaptive Machine Systems
2009 - 2011 Osaka University School of Engineering Division of Mechanical, Materials and Manufacturing Science
2004 - 2009 National Institute of Technology, Matsue College Department of Control Engineering

Professional career (1)：

Ph.D. (Osaka University)

Work history (7)：

2023/04 - 現在 Osaka University Institute for Open and Transdisciplinary Research Initiatives Associate Professor
2021/04 - 2023/03 Osaka University Institute for Open and Transdisciplinary Research Initiatives Specially Appointed Associate Professor
2020/04 - 2021/03 Osaka University Office of Management and Planning Specially Appointed Associate Professor, Research Manager
2019/04 - 2020/03 Osaka University Institute for Open and Transdisciplinary Research Initiatives Specially Appointed Lecturer
2017/04 - 2019/03 Osaka University Graduate School of Engineering Assistant Professor

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Awards (16)：

2023/03 - IEEE Computational Intelligence Society Japan Chapter Young Researcher Award Adaptive kinematic/dynamic control of a robot arm using a modular reservoir computer
2019/11 - AI ELSI Award Finalists
2019/11 - Japanese Society for Artificial Intelligence Annual Conference Award
2018/11 - Japanese Society for Artificial Intelligence Annual Conference Award
2018/10 - Japanese Neural Network Society Research Award

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Association Membership(s) (4)：

JAPANESE COGNITIVE SCIENCE SOCIETY , JAPANESE NEURAL NETWORK SOCIETY , THE ROBOTICS SOCIETY OF JAPAN , THE JAPANESE SOCIETY FOR ARTIFICIAL INTELLIGENCE

※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

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