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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
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)
Download PDF 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)  
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)  
Keyword(1) Cultured Neuron  
Keyword(2) Neural Network  
Keyword(3) Fluorescent Calcium Imaging  
Keyword(4) Reservoir Computing  
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 
Date of Issue 2021-10-21 (NC) 

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