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| Presentation | 2015-11-09 14:25 A macroscopic neural mass model constructed from a current-based network of spiking neurons Hiroaki Umehara (NICT), Masato Okada (UTokyo), Jun-nosuke Teramae (Osaka Univ.), Yasushi Naruse (NICT)  CCS2015-51 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Neural mass model describing the dynamics of mean membrane potentials for neuronal populations are formulated from the networks of the current-based leaky integrate-and-fire models with spiking situations. The spike trains both firing inside and transmitted from other populations are approximated linearly by the mean potentials. The obtained model is confirmed to include the neural mass model of non-spiking dynamics with the conductance-based synapse in the preceding study and to reproduce the spiking situation more accurately by the numerical observation of the time series and power spectrum densities of the potentials. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | recurrent networks of neurons / spike / mean membrane potential / power spectral density / linear filter / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 115, no. 300, CCS2015-51, pp. 35-40, Nov. 2015. | |
| Paper # | CCS2015-51 | |
| Date of Issue | 2015-11-02 (CCS) | |
| 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 | CCS2015-51 |
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| Conference Information | |
| Committee | CCS |
| Conference Date | 2015-11-09 - 2015-11-10 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Inamori Foundation Memorial Building, Kyoto Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Interaction and Communication, etc. |
| Paper Information | |
| Registration To | CCS |
| Conference Code | 2015-11-CCS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A macroscopic neural mass model constructed from a current-based network of spiking neurons |
| Sub Title (in English) | |
| Keyword(1) | recurrent networks of neurons |
| Keyword(2) | spike |
| Keyword(3) | mean membrane potential |
| Keyword(4) | power spectral density |
| Keyword(5) | linear filter |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Hiroaki Umehara |
| 1st Author's Affiliation | National Institute of Information and Communications Technology (NICT) |
| 2nd Author's Name | Masato Okada |
| 2nd Author's Affiliation | The University of Tokyo (UTokyo) |
| 3rd Author's Name | Jun-nosuke Teramae |
| 3rd Author's Affiliation | Osaka University (Osaka Univ.) |
| 4th Author's Name | Yasushi Naruse |
| 4th Author's Affiliation | National Institute of Information and Communications Technology (NICT) |
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| Speaker | Author-1 |
| Date Time | 2015-11-09 14:25:00 |
| Presentation Time | 25 minutes |
| Registration for | CCS |
| Paper # | CCS2015-51 |
| Volume (vol) | vol.115 |
| Number (no) | no.300 |
| Page | pp.35-40 |
| #Pages | 6 |
| Date of Issue | 2015-11-02 (CCS) |
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