Inoue Katsuma 井上克馬

Researcher Number	20962294
Other IDs
Affiliation (Current)	2026: 東京大学, 大学院情報理工学系研究科, 助教
Affiliation (based on the past Project Information) *help	2022 – 2024: 東京大学, 大学院情報理工学系研究科, 助教
Review Section/Research Field	Principal Investigator 1002:Human informatics, applied informatics and related fields
Keywords	Principal Investigator 拡張DFA法 / 誤差逆伝搬法 / ニューロモーフィックデバイス / 物理レザバー計算 / 力学系理論 / レザバー計算 / 機械学習 / 深層学習 / ニューラルネットワーク / 非線形力学系 / ニューロモルフィックデバイス / 物理リザバー計算 / リザバー計算

Revisiting the embodiment of machine learning algorithms: The mathematics and design of physical dynamics that learnsPrincipal Investigator
- Principal Investigator
  
  Inoue Katsuma
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Review Section
  
  1002:Human informatics, applied informatics and related fields
- Research Institution
  The University of Tokyo

All 2024 2023 2022

All Journal Article Presentation

[Journal Article] Reservoir direct feedback alignment: deep learning by physical dynamics2024
- Author(s)
  Nakajima Mitsumasa、Zhang Yongbo、Inoue Katsuma、Kuniyoshi Yasuo、Hashimoto Toshikazu、Nakajima Kohei
- Journal Title
  
  Communications Physics
  
  Volume: 7 Issue: 1 Pages: 411-411
- DOI
  10.1038/s42005-024-01895-0
- Data Source
  KAKENHI-PROJECT-22K21295
[Journal Article] “RobOstrich” Manipulator: A Novel Mechanical Design and Control Based on the Anatomy and Behavior of an Ostrich Neck2023
- Author(s)
  Nakano Kazashi、Gunji Megu、Ikeda Masahiro、Or Keung、Ando Mitsuhito、Inoue Katsuma、Mochiyama Hiromi、Nakajima Kohei、Niiyama Ryuma、Kuniyoshi Yasuo
- Journal Title
  
  IEEE Robotics and Automation Letters
  
  Volume: 8 Issue: 5 Pages: 3062-3069
- DOI
  10.1109/lra.2023.3265301
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19890, KAKENHI-PROJECT-22K14216, KAKENHI-PLANNED-18H05466, KAKENHI-PLANNED-18H05472, KAKENHI-PROJECT-22K21295
[Journal Article] Physical deep learning with biologically inspired training method:?gradient-free approach for physical hardware2022
- Author(s)
  Nakajima Mitsumasa、Inoue Katsuma、Tanaka Kenji、Kuniyoshi Yasuo、Hashimoto Toshikazu、Nakajima Kohei
- Journal Title
  
  Nature Communications
  
  Volume: 13 Issue: 1 Pages: 7847-7847
- DOI
  10.1038/s41467-022-35216-2
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22K21295, KAKENHI-PLANNED-18H05472
[Presentation] Ouroborotic Swarm Control: Collective Dynamics as a Reservoir2024
- Author(s)
  Koh Uehara; Katsuma Inoue; Yasuo Kuniyoshi; Kohei Nakajima
- Organizer
  The 2024 Conference on Artificial Life
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K21295
[Presentation] Densely Parallelized Photonic Tensor Processor on Hybrid Waveguide/Free-Space-Optics2023
- Author(s)
  Nakajima Mitsumasa、Tanaka Kenji、Inoue Katsuma、Nakajima Kohei、Hashimoto Toshikazu
- Organizer
  2023 International Conference on Photonics in Switching and Computing (PSC)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K21295
[Presentation] 深層物理リザバー計算2023
- Author(s)
  井上克馬、中嶋浩平
- Organizer
  2024年電子情報通信学会総合大会シンポジウムセッションニューロモルフィック・リザーバーコンピューティングの現状と未来
- Invited
- Data Source
  KAKENHI-PROJECT-22K21295

1. 柯強

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Inoue Katsuma 井上克馬

Research Projects

Research Products

Co-Researchers

Revisiting the embodiment of machine learning algorithms: The mathematics and design of physical dynamics that learnsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Reservoir direct feedback alignment: deep learning by physical dynamics2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] “RobOstrich” Manipulator: A Novel Mechanical Design and Control Based on the Anatomy and Behavior of an Ostrich Neck2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Physical deep learning with biologically inspired training method:?gradient-free approach for physical hardware2022

Author(s)

Journal Title

DOI

Data Source

[Presentation] Ouroborotic Swarm Control: Collective Dynamics as a Reservoir2024

Author(s)

Organizer

Data Source

[Presentation] Densely Parallelized Photonic Tensor Processor on Hybrid Waveguide/Free-Space-Optics2023

Author(s)

Organizer

Data Source

[Presentation] 深層物理リザバー計算2023

Author(s)

Organizer

Data Source

Inoue Katsuma 井上 克馬

Research Projects

Research Products

Co-Researchers

Revisiting the embodiment of machine learning algorithms: The mathematics and design of physical dynamics that learnsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Reservoir direct feedback alignment: deep learning by physical dynamics2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] “RobOstrich” Manipulator: A Novel Mechanical Design and Control Based on the Anatomy and Behavior of an Ostrich Neck2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Physical deep learning with biologically inspired training method:?gradient-free approach for physical hardware2022

Author(s)

Journal Title

DOI

Data Source

[Presentation] Ouroborotic Swarm Control: Collective Dynamics as a Reservoir2024

Author(s)

Organizer

Data Source

[Presentation] Densely Parallelized Photonic Tensor Processor on Hybrid Waveguide/Free-Space-Optics2023

Author(s)

Organizer

Data Source

[Presentation] 深層物理リザバー計算2023

Author(s)

Organizer

Data Source

Inoue Katsuma 井上克馬