Rchr
J-GLOBAL ID:201801011210937455
Update date: Jun. 09, 2024 Kawanabe Motoaki
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
- 2015 - 2018 Information transfer BMI by extracting common features among many users and situations
- 2015 - 2017 Integrated analysis for heterogeneous data from multiple sources
- 2012 - 2015 Co-adaptive BMI by reinforcement learning based on prediction of users' latent mental states
- 2000 - 2001 独立成分分析における観測ノイズの影響評価とロバストアルゴリズムの開発
- 1998 - 1999 脱落のある経時測定データのモデリングと統計解析に関する研究
Show all
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
more... 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
more... 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): - 2017/10 - 現在 Advanced Telecommunications Research Institute International
- 2016/11 - 2022/03 理化学研究所 革新知能統合研究センター チームリーダー
- 2015/04 - 2017/09 Advanced Telecommunications Research Institute International
- 2011/10 - 2015/03 Advanced Telecommunications Research Institute International
- 2007/09 - 2011/09 Fraunhofer FIRST 主任研究員
- 2011/03 - 2011/05 京都大学大学院 情報学研究科 客員准教授
- 2007/11 - 2008/01 Nara Institute of Science and Technology
- 2000/11 - 2007/08 Fraunhofer FIRST 博士研究員
- 1995/04 - 2000/10 東京大学大学院 工学系研究科数理工学専攻 助手
- 1994/04 - 1995/03 日本学術振興会 特別研究員(DC2)
Show all
Awards (1): Association Membership(s) (1):
JAPANESE NEURAL NETWORK SOCIETY
Return to Previous Page