Rchr
J-GLOBAL ID:201901001063989950   Update date: Feb. 18, 2021

Noguchi Wataru

ノグチ ワタル | Noguchi Wataru
Affiliation and department:
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  (2):
  • 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 (10):
  • 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
  • Wataru Noguchi, Hiroyuki Iizuka, Masahito Yamamoto. Modeling place and head-direction cells self-organized in different environments using recurrent neural networks. Proceedings of the Twenty-Fourth International Symposium on Artificial Life and Robotics (AROB2019). 2019. 67-72
  • Wataru Noguchi, Hiroyuki Iizuka, Masahito Yamamoto. Navigation behavior based on self-organized spatial representation in hierarchical recurrent neural network. Advanced Robotics. 2019. 33. 11. 539-549
  • Wataru Noguchi, Hiroyuki Iizuka, Masahito Yamamoto. Effect of Behavioral Complexity on Development of Spatial Recognition. Proceedings of the 2018 Conference on Artificial Life. 2018. 147-154
  • Wataru Noguchi, Hiroyuki Iizuka, Masahito Yamamoto. Navigation Behavior based on Spatial Representation Self-organized in Hierarchical Recurrent Neural Networks. Proceedings of the 2nd Workshop on Machine Learning Methods for High-Level Cognitive Capabilities in Robotics. 2017
more...
Lectures and oral presentations  (6):
  • 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)
  • 深層強化学習によるシグナル伝達を介したマルチエージェントフォーメーションの形成
    (情報処理学会第79回全国大会 2017)
  • 階層型リカレントニューラルネットワークを用いた認知地図の自己組織化と目的行動の生成
    (第16回 複雑系マイクロシンポジウム 2017)
  • ゲート型リカレントユニットを用いた運動と視覚の分節化と感覚統合モデル
    (第15回複雑系マイクロシンポジウム 2016)
more...
Education (3):
  • 2018 - 2019 Hokkaido University Doctoral course, Computer Science and Information Technology
  • 2016 - 2018 Hokkaido University Master course, Computer Science and Information Technology
  • 2012 - 2016 Hokkaido University Electronics and Information Engineering
Professional career (1):
  • 博士(情報科学) (北海道大学)
Work history (3):
  • 2021/01 - Hokkaido University
  • 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
※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

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