Takuma Sumi

Assistant professor

Tohoku University

Japan

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About

Dr. Takuma Sumi is an Assistant Professor at Tohoku University, Japan. His research focuses on spiking neural networks, biocomputing, and the application of predictive coding in biological neuronal systems. Recent articles highlight his work on modular architectures and their impact on neural network robustness, as well as novel methods for modeling neuronal activity using microelectrode arrays.

Articles (5)

Year:

2025

Year:

2024

Year:

2024

Year:

2023

Year:

2020

Collaborators (5)

Hideaki Yamamoto

Associate Professor

Tohoku University

JAPAN

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Ayumi Hirano-Iwata

Tohoku University

JAPAN

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Tomohiro Konno

Professor

Tohoku University

JAPAN

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Shigeo Sato

Tohoku University

JAPAN

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Yuichi Katori

University of Tokyo

JAPAN

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Takuma Sumi

Research Interests

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Articles (5)

Modular architecture confers robustness to damage and facilitates recovery in spiking neural networks modeling in vitro neurons

Integrating predictive coding with reservoir computing in spiking neural network model of cultured neurons

In silico modeling of reservoir-based predictive coding in biological neuronal networks on microelectrode arrays

Biological neurons act as generalization filters in reservoir computing

Suppression of hypersynchronous network activity in cultured cortical neurons using an ultrasoft silicone scaffold.

Collaborators (5)

Hideaki Yamamoto

Ayumi Hirano-Iwata

Tomohiro Konno

Shigeo Sato

Yuichi Katori

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