Paper Abstract and Keywords |
Presentation |
2018-10-19 14:25
Functional complexity in neuronal network models with hierarchically modular organization Zhixiong Chen, Hideaki Yamamoto, Satoshi Moriya, Katsuya Ide (Tohoku Univ.), Shigeru Kubota (Yamagata Univ.), Shigeo Sato, Ayumi Hirano-Iwata (Tohoku Univ.) NC2018-14 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Research and development of hardware and architectures that imitate the information processing mechanism of brains is being actively conducted.
Connectome analyses of animals’ nervous system have revealed that their structure is characterized by hierarchical modularity, as typified by the human cerebral cortex. However, the functional role of the hierarchically modular organization in the nervous system is still unclear.
In this work, we used spiking neuronal networks to computationally investigate the influence of hierarchically modular organization on the activity pattern of neural networks from the viewpoint of synchronous bursting activity and the complexity of network dynamics. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
neuronal network model / synchronous activity / integrated-and-fire models / hierarchically modular structure / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 258, NC2018-14, pp. 7-12, Oct. 2018. |
Paper # |
NC2018-14 |
Date of Issue |
2018-10-12 (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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NC2018-14 |
Conference Information |
Committee |
NC MBE |
Conference Date |
2018-10-19 - 2018-10-20 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Tohoku Univ. |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
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Paper Information |
Registration To |
NC |
Conference Code |
2018-10-NC-MBE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Functional complexity in neuronal network models with hierarchically modular organization |
Sub Title (in English) |
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Keyword(1) |
neuronal network model |
Keyword(2) |
synchronous activity |
Keyword(3) |
integrated-and-fire models |
Keyword(4) |
hierarchically modular structure |
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1st Author's Name |
Zhixiong Chen |
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 |
Katsuya Ide |
4th Author's Affiliation |
Tohoku University (Tohoku Univ.) |
5th Author's Name |
Shigeru Kubota |
5th Author's Affiliation |
Yamagata University (Yamagata 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 |
2018-10-19 14:25:00 |
Presentation Time |
25 minutes |
Registration for |
NC |
Paper # |
NC2018-14 |
Volume (vol) |
vol.118 |
Number (no) |
no.258 |
Page |
pp.7-12 |
#Pages |
6 |
Date of Issue |
2018-10-12 (NC) |
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