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Paper Abstract and Keywords
Presentation 2016-07-06 14:30
Computational study on the effect of modular topology on synchronized activity in neuronal networks
Satoshi Moriya, Hideaki Yamamoto, Hisanao Akima, Ayumi Hirano-Iwata, Michio Niwano (Tohoku Univ.), Shigeru Kubota (Yamagata Univ.), Shigeo Sato (Tohoku Univ.) NC2016-13
Abstract (in Japanese) (See Japanese page) 
(in English) The mammalian brain is a complex system in which anatomical modules are integrated to function as a whole. In order to constructively clarify the neural basis of brain computation, the structure-function relationships in neuronal networks must be studied under a combination of a well-defined experimental system and its theoretical model. We previously studied how the scale of a neuronal network affects its spontaneous dynamics using cultured neuronal networks grown on microfabricated substrates and its computational model based on integrate-and-fire neurons. Here we further extend this study and investigate computationally the effect of modular connectivity in a neuronal network on its spontaneous activity.
Keyword (in Japanese) (See Japanese page) 
(in English) neuronal networks / synchronous firing / Integrated-and-fire model / modularity / modular network / / /  
Reference Info. IEICE Tech. Rep., vol. 116, no. 120, NC2016-13, pp. 217-222, July 2016.
Paper # NC2016-13 
Date of Issue 2016-06-27 (NC) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
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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)
Download PDF NC2016-13

Conference Information
Committee NC IPSJ-BIO IBISML IPSJ-MPS  
Conference Date 2016-07-04 - 2016-07-06 
Place (in Japanese) (See Japanese page) 
Place (in English) Okinawa Institute of Science and Technology 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Machine Learning Approach to Biodata Mining, and General 
Paper Information
Registration To NC 
Conference Code 2016-07-NC-BIO-IBISML-MPS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Computational study on the effect of modular topology on synchronized activity in neuronal networks 
Sub Title (in English)  
Keyword(1) neuronal networks  
Keyword(2) synchronous firing  
Keyword(3) Integrated-and-fire model  
Keyword(4) modularity  
Keyword(5) modular network  
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Keyword(7)  
Keyword(8)  
1st Author's Name Satoshi Moriya  
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 Hisanao Akima  
3rd Author's Affiliation Tohoku University (Tohoku Univ.)
4th Author's Name Ayumi Hirano-Iwata  
4th Author's Affiliation Tohoku University (Tohoku Univ.)
5th Author's Name Michio Niwano  
5th Author's Affiliation Tohoku University (Tohoku Univ.)
6th Author's Name Shigeru Kubota  
6th Author's Affiliation Yamagata University (Yamagata Univ.)
7th Author's Name Shigeo Sato  
7th Author's Affiliation Tohoku University (Tohoku Univ.)
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Speaker Author-1 
Date Time 2016-07-06 14:30:00 
Presentation Time 25 minutes 
Registration for NC 
Paper # NC2016-13 
Volume (vol) vol.116 
Number (no) no.120 
Page pp.217-222 
#Pages
Date of Issue 2016-06-27 (NC) 


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