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Takuma Sumi
Takuma Sumi
Dirección de correo verificada de tohoku.ac.jp
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Citado por
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Año
Ultrasoft Silicone Gel as a Biomimetic Passivation Layer in Inkjet‐Printed 3D MEA Devices
H Yamamoto, L Grob, T Sumi, K Oiwa, A Hirano‐Iwata, B Wolfrum
Advanced Biosystems 3 (9), 1900130, 2019
92019
Biological neurons act as generalization filters in reservoir computing
T Sumi, H Yamamoto, Y Katori, K Ito, S Moriya, T Konno, S Sato, ...
Proceedings of the National Academy of Sciences 120 (25), e2217008120, 2023
72023
Suppression of hypersynchronous network activity in cultured cortical neurons using an ultrasoft silicone scaffold
T Sumi, H Yamamoto, A Hirano-Iwata
Soft Matter 16 (13), 3195-3202, 2020
72020
Integrating predictive coding with reservoir computing in spiking neural network model of cultured neurons
Y Ishikawa, T Shinkawa, T Sumi, H Kato, H Yamamoto, Y Katori
Nonlinear Theory and Its Applications, IEICE 15 (2), 432-442, 2024
2024
Evaluation of Reservoir-Based Predictive Coding in Cultured Neurons with Spiking Neural Network Model
I Yoshitaka, S Takumi, S Takuma, K Hideyuki, Y Hideaki, K Yuichi
IEICE Proceedings Series 76 (D2L-14), 2023
2023
Modular Topology Enhances Reservoir Computing Performance in Biological Neuronal Networks
S Takuma, Y Hideaki, K Yuichi, I Koki, S Shigeo, HI Ayumi
IEICE Proceedings Series 76 (D2L-11), 2023
2023
Bottom-Up Investigation of Multicellular Computing Within Biological Neuronal Networks
Y Hideaki, S Takuma, S Yuya, S Shigeo, HI Ayumi
IEICE Proceedings Series 76 (C4L-11), 2023
2023
Spiking and Bursting Properties of Spontaneous Activities in Modular Spiking Neuronal Networks
K Hideyuki, S Takumi, I Yoshitaka, S Takuma, Y Hideaki, K Yuichi
IEICE Proceedings Series 76 (C4L-15), 2023
2023
Performance Evaluation of Reservoir Computing in Cultured Neural Systems Using a Spiking Neuron Model
Y Ishikawa, T Shinkawa, T Sumi, H Kato, H Yamamoto, Y Katori
IEICE Technical Report; IEICE Tech. Rep. 122 (374), 112-117, 2023
2023
Time-Series Classification in Micropatterned Neuronal Network Reservoirs
T Sumi, H Yamamoto, Y Katori, K Ito, S Sato, A Hirano-Iwata
IEICE Proceedings Series 71 (A5L-D-02), 2022
2022
Fabrication of artificial neuronal networks for analyzing neuronal ensemble functions
H Murota, H Yamamoto, T Sumi, S Sato, A Hirano
IEICE Technical Report; IEICE Tech. Rep. 122 (195), 1-4, 2022
2022
Reservoir computing properties of micropatterned neuronal networks in culture
T Sumi, H Yamamoto, S Moriya, T Takemuro, T Konno, S Sato, ...
IEICE Technical Report; IEICE Tech. Rep. 121 (223), 7-10, 2021
2021
Biomimetic Culture of Primary Neurons on an Ultrasoft Gel Surface
T SUMI, H YAMAMOTO, A HIRANO
Vacuum and Surface Science 63 (6), 298-303, 2020
2020
Bioelectronics: Ultrasoft Silicone Gel as a Biomimetic Passivation Layer in Inkjet‐Printed 3D MEA Devices (Adv. Biosys. 9/2019)
H Yamamoto, L Grob, T Sumi, K Oiwa, A Hirano‐Iwata, B Wolfrum
Advanced Biosystems 3 (9), 1970091, 2019
2019
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