Paper Abstract and Keywords |
Presentation |
2021-10-28 11:40
Reservoir computing properties of micropatterned neuronal networks in culture Takuma Sumi, Hideaki Yamamoto, Satoshi Moriya, Taiki Takemuro, Tomohiro Konno, Shigeo Sato, Ayumi Hirano-Iwata (Tohoku Univ) NC2021-19 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this experiment, we used the reservoir computing model to analyze the information processing properties of micropatterned cultured neuronal networks constructed by cell patterning. By applying three types of spatial stimuli to the micropatterned cultured neural networks, we evaluated the classification performance of the network. In addition, the relationship between the classification performance and spontaneous activity was examined, and it was found that the higher the complexity of functional correlations in spontaneous activity, the higher the classification performance. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Cultured Neuron / Neural Network / Fluorescent Calcium Imaging / Reservoir Computing / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 121, no. 223, NC2021-19, pp. 7-10, Oct. 2021. |
Paper # |
NC2021-19 |
Date of Issue |
2021-10-21 (NC) |
ISSN |
Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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NC2021-19 |
Conference Information |
Committee |
MBE NC |
Conference Date |
2021-10-28 - 2021-10-29 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
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Paper Information |
Registration To |
NC |
Conference Code |
2021-10-MBE-NC |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Reservoir computing properties of micropatterned neuronal networks in culture |
Sub Title (in English) |
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Keyword(1) |
Cultured Neuron |
Keyword(2) |
Neural Network |
Keyword(3) |
Fluorescent Calcium Imaging |
Keyword(4) |
Reservoir Computing |
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1st Author's Name |
Takuma Sumi |
1st Author's Affiliation |
Tohoku University (Tohoku Univ) |
2nd Author's Name |
Hideaki Yamamoto |
2nd Author's Affiliation |
Tohoku University (Tohoku Univ) |
3rd Author's Name |
Satoshi Moriya |
3rd Author's Affiliation |
Tohoku University (Tohoku Univ) |
4th Author's Name |
Taiki Takemuro |
4th Author's Affiliation |
Tohoku University (Tohoku Univ) |
5th Author's Name |
Tomohiro Konno |
5th Author's Affiliation |
Tohoku University (Tohoku Univ) |
6th Author's Name |
Shigeo Sato |
6th Author's Affiliation |
Tohoku University (Tohoku Univ) |
7th Author's Name |
Ayumi Hirano-Iwata |
7th Author's Affiliation |
Tohoku University (Tohoku Univ) |
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Speaker |
Author-1 |
Date Time |
2021-10-28 11:40:00 |
Presentation Time |
25 minutes |
Registration for |
NC |
Paper # |
NC2021-19 |
Volume (vol) |
vol.121 |
Number (no) |
no.223 |
Page |
pp.7-10 |
#Pages |
4 |
Date of Issue |
2021-10-21 (NC) |
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