Kawanabe Motoaki

Affiliation and department：
Job title： Department Head
Other affiliations (1)：

Research field (2)： Intelligent informatics , Soft computing

Research keywords (2)： machine learning , biomedical engineering

Research theme for competitive and other funds (10)：

2021 - 2024 安静時脳波の時空間特徴学習に基づく脳状態や個性の定量化
2021 - 2024 Self-supervised feature construction methods for multi-modal neuroimaging data
2018 - 2022 Decoding of brain states during time of concentration based on multi-modal brain imaging
2019 - 2021 非侵襲脳活動データの時空間解析によるヒト脳「個性」指標の研究
2016 - 2019 Building Real-World Information Access Platform via Real-World Sensing

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Papers (105)：

Ryuta Tamano, Takeshi Ogawa, Arisa Katagiri, Chang Cai, Tomohisa Asai, Motoaki Kawanabe. Event-related microstate dynamics represents working memory performance. NeuroImage. 2022. 263. 119669-119669
Thilina Dissanayake, Takuya Maekawa, Takahiro Hara, Taiki Miyanishi, Motoaki Kawanabe. IndoLabel: Predicting Indoor Location Class by Discovering Location-Specific Sensor Data Motifs. IEEE Sensors Journal. 2022
Takeshi Ogawa, Hideki Shimobayashi, Jun-Ichiro Hirayama, Motoaki Kawanabe. Asymmetric directed functional connectivity within the frontoparietal motor network during motor imagery and execution. NeuroImage. 2022. 247. 118794-118794
Taiki Miyanishi, Takuya Maekawa, Motoaki Kawanabe. Sim2RealQA: Using Life Simulation to Solve Question Answering Real-World Events. IEEE Access. 2021. 9. 75003-75020
Yujie Li, Atsunori Kanemura, Hideki Asoh, Taiki Miyanishi, Motoaki Kawanabe. Multi-Sensor Integration for Key-Frame Extraction from First-Person Videos. IEEE Access. 2020. 8. 122281-122291

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MISC (10)：

DISSANAYAKE Thilina, 前川卓也, 原隆浩, 宮西大樹, 川鍋一晃. スマートウォッチによるアクティブ・パッシブセンシングを用いた屋内位置ラベル推定. 情報処理学会研究報告(Web). 2020. 2020. HCI-190
Wojciech Samek, Shinichi Nakajima, Motoaki Kawanabe, Klaus-Robert Mueller. On robust parameter estimation in brain-computer interfacing. JOURNAL OF NEURAL ENGINEERING. 2017. 14. 6
ISHIDO Natsumi, OGAWA Takeshi, MORIMOTO Satoshi, KANEMURA Atunori, MARUYAMA Masaki, KAWANABE Motoaki, ISHII Shin, SARUWATARI Hiroshi, NAKAMURA Satoshi, SHIKANO Kiyohiro. Basic Study on Auditory ERP-Based Brain-Machine Interface. Technical report of IEICE. EA. 2013. 113. 134. 51-56
UENO Tsuyoshi, MAEDA Shin-ichi, KAWANABE Kazuaki. Recent Developments in Reinforcement Learning Statistical Learning Approach to TD Learning. 2013. 52. 3. 277-283
石堂なつみ, 小川剛史, 森本智志, 兼村厚範, 丸山雅紀, 川鍋一晃, 石井信, 猿渡洋, 中村哲. 聴覚注意を用いた実環境でのブレインマシンインタフェースに関する基礎検討. 日本音響学会研究発表会講演論文集(CD-ROM). 2013. 2013

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Education (2)：

1990 - 1995 東京大学大学院工学系研究科数理工学専攻
1986 - 1990 The University of Tokyo The Faculty of Engineering Department of Mathematical Engineering and Information Physics

Professional career (1)：

Work history (10)：

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Awards (1)：

Association Membership(s) (1)：

JAPANESE NEURAL NETWORK SOCIETY

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