Katori Yuichi

カトリユウイチ | Katori Yuichi

Affiliation and department：
Homepage URL (1)： https://katorilab.github.io/

Research field (4)： Soft computing , Perceptual information processing , Mathematical informatics , Neuroscience - general

Research keywords (4)： Reservoir computing , Computational neuroscience , 非線形ダイナミクス , Neural network

Research theme for competitive and other funds (11)：

2024 - 2029 Multicellular Neurobiocomputing (Administrative Group)
2023 - 2027 An embedded brain-like computer system in spatio-temporal domain and its application to a home service robot
2023 - 2027 An embedded brain-like computer system in spatio-temporal domain and its application to a home service robot
2021 - 2026 Development of Intelligence Robots Development of Intelligent Robots Controlled by Chemical Reaction of Substances
2020 - 2025 Fundamentals and developments of brainmorphic computing hardware

Show all

Papers (77)：

Yoshitaka Ishikawa, Takumi Shinkawa, Takuma Sumi, Hideyuki Kato, Hideaki Yamamoto, Yuichi Katori. Integrating predictive coding with reservoir computing in spiking neural network model of cultured neurons. Nonlinear Theory and Its Applications, IEICE. 2024
Kanta Yoshioka, Yuichi Katori, Yuichiro Tanaka, Osamu Nomura, Takashi Morie, Hakaru Tamukoh. FPGA Implementation of a Chaotic Boltzmann Machine Annealer. 2023 International Joint Conference on Neural Network (IJCNN2023). 2023. 1-8
Takuma Sumi, Hideaki Yamamoto, Yuichi Katori, Koki Ito, Satoshi Moriya, Tomohiro Konno, Shigeo Sato, Ayumi Hirano-Iwata. Biological neurons act as generalization filters in reservoir computing. The Proceedings of the National Academy of Sciences (PNAS). 2023. 120. 25. e2217008120-10pages
Takumi Shinkawa, Hideyuki Kato, Yoshitaka Ishikawa, Takuma Sumi, Hideaki Yamamoto, and Yuichi Katori. Effects of synaptic scaling on spontaneous firing activity in spiking neural networks with modular structure. 2023 RISP International Workshop on Nonlinear Circuits. 2023. 1-4
Predicting wind speed and direction using nature dynamics from movie data An example of computation harvesting. IEICE Technical Report. 2023. 122. 374. 105-106

ｍore...

MISC (3)：

住拓磨, 山本英明, 山本英明, 千葉逸人, 香取勇一, 平野愛弓, 平野愛弓. Network Structure and Reservoir Computing in Cultured Neuronal Networks. 日本神経回路学会誌. 2024. 31. 3
Ishikawa Yoshitaka, Shinkawa Takumi, Sumi Takuma, Kato Hideyuki, Yamamoto Hideaki, Katori Yuichi. Evaluation of Reservoir-Based Predictive Coding in Cultured Neurons with Spiking Neural Network Model. IEICE Proceeding Series. 2023. 76. 693-696
Kato Hideyuki, Shinkawa Takumi, Ishikawa Yoshitaka, Sumi Takuma, Yamamoto Hideaki, Katori Yuichi. Spiking and Bursting Properties of Spontaneous Activities in Modular Spiking Neuronal Networks. IEICE Proceeding Series. 2023. 76. 601-601

Patents (1)：

Books (3)：

Photonic Neural Networks with Spatiotemporal Dynamics Paradigms of Computing and Implementation
Springer Singapore 2023 ISBN:9789819950713
現象数理学入門
東京大学出版会 2013 ISBN:4130629166
応用数理ハンドブック
朝倉書店 2013 ISBN:9784254111415

Education (3)：

2001 - 2004 The University of Tokyo Graduate School of Frontier Sciences
1999 - 2001 The University of Tokyo
1995 - 1999 Tokyo University of Science Faculty of Science and Technology Physics

Professional career (1)：

Work history (7)：

Show all

Association Membership(s) (4)：

THE PHYSICAL SOCIETY OF JAPAN , 北米神経科学学会 , JAPANESE NEURAL NETWORK SOCIETY , 電子情報通信学会

※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

Return to Previous Page