Rchr
J-GLOBAL ID：201901001063989950
Update date: Apr. 09, 2024
Noguchi Wataru
ノグチ ワタル | Noguchi Wataru
Affiliation and department：
Job title：
Specially Appointed Assistant Professor
Research field (2)：
Cognitive sciences
, Intelligent informatics
Research keywords (4)：
空間認知
, 深層学習
, 感覚統合
, 認知モデル
Research theme for competitive and other funds (4)：
- 2022 - 2026 Synthetic approach to perceptual illusions using cognitive deep learning model with predictive learning
- 2022 - 2025 リアルタイム動物行動解析に向けた圧縮動画による半教師あり学習手法の開発
- 2020 - 2024 深層学習を用いた自己-他者間の身体動作対応付けの獲得と模倣モデル
- 2018 - 2019 深層学習による視覚・運動感覚統合モデルを用いた空間認知に関する研究
Papers (14)：
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Wataru Noguchi, Hiroyuki Iizuka, Masahito Yamamoto. Acquiring Viewpoint Transformation to Reuse Self Body Image for Other on Self-Organized Internal Spatial Coordinate System. Proceedings of the 2023 IEEE International Conference on Development and Learning (ICDL). 2023. 274-281
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Wataru Noguchi, Hiroyuki Iizuka, Masahito Yamamoto. Multimodal Plastic Body and Peripersonal Space Representation Developed Through Learning of Visuo-Tactile-Proprioceptive Sensations. Proceedings of the 2023 Artificial Life Conference. 2023. 524-532
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Wataru Noguchi, Hiroyuki Iizuka, Masahito Yamamoto, Shigeru Taguchi. Superposition mechanism as a neural basis for understanding others. Scientific Reports. 2022. 12. 2859
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Wataru Noguchi, Hiroyuki Iizuka, Masahito Yamamoto. Multi-modal shared module that enables the bottom-up formation of map representation and top-down map reading. Advanced Robotics. 2021. 36. 1-2. 85-99
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Wataru Noguchi, Hiroyuki Iizuka, Shigeru Taguchi, Masahito Yamamoto. Spatial Representation of Self and Other by Superposition Neural Network Model. Proceedings of the Artificial Life Conference 2019. 2019. 531-532
ｍore...
MISC (10)：
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Wataru Noguchi, Hiroyuki Iizuka, Masahito Yamamoto. Acquiring Peripersonal Space Representation Shared Between Vision and Touch by Transformer Autoencoder. 2023
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Wataru Noguchi, Hiroyuki Iizuka, Masahito Yamamo. Recognition of peripersonal space through touch and proprioception with masked autoencoding. 2023. 2. 1-2
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野口 渉. 感覚運動予測学習による物体形状表現の獲得モデル. 情報処理学会第84回全国大会講演論文集. 2022. 2. 15-16
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野口 渉, 飯塚 博幸, 山本 雅人. 視覚と運動の予測学習を通して空間認知を獲得する深層学習モデル. システム/制御/情報. 2022
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野口 渉, 飯塚 博幸, 山本 雅人. 深層学習モデルによる自己と他者の共有身体イメージの獲得. 第19回情報科学技術フォーラム (FIT2020) 講演論文集 第2分冊. 2020. 229-230
ｍore...
Lectures and oral presentations (9)：
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Acquiring Peripersonal Space Representation Shared Between Vision and Touch by Transformer Autoencoder
(2023)
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Recognition of peripersonal space through touch and proprioception with masked autoencoding
(2023)
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感覚運動予測学習による物体形状表現の獲得モデル
(情報処理学会 第84回全国大会 2022)
-
深層学習モデルによる自己と他者の共有身体イメージの獲得
(第19回情報科学技術フォーラム 2020)
-
Deep Learning Approach for Life Emerged from High-dimensional Data Recognition
(2018)
ｍore...
Education (3)：
- 2018 - 2019 Hokkaido University Graduate School of Information Science and Technology Doctoral course, Computer Science and Information Technology
- 2016 - 2018 Hokkaido University Graduate School of Information Science and Technology Master course, Computer Science and Information Technology
- 2012 - 2016 Hokkaido University School of Engineering Electronics and Information Engineering
Professional career (1)：
Work history (4)：
- 2023/06 - 現在 Hokkaido University Education and Research Center for Mathematical and Data Science Specially Appointed Assistant Professor
- 2021/01 - 2023/05 Hokkaido University Faculty of Information Science and Technology Postdoctoral Researcher
- 2019/09 - 2020/12 Hokkaido University Center for Human Nature, Artificial Intelligence, and Neuroscience Postdoctoral Researcher
- 2018/04 - 2019/09 Japan Society for the Promotion of Science Research Fellowship for Young Scientists DC1
Association Membership(s) (1)：
INFORMATION PROCESSING SOCIETY OF JAPAN
