| 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 |
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) |
| 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 |
| Keyword(6) |
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| Keyword(7) |
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| 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 |
6 |
| Date of Issue |
2016-06-27 (NC) |