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| Presentation | 2014-01-20 10:25 Hodgkin Huxley Type Model Parameter Estimation for Single Neuron via Massively Parallel RCGA -- Application to the Silkmoth Antennal Lobe Neuron -- Akihiko Goto, Tomoki Kazawa, Daisuke Miyamoto (Univ. of Tokyo), Stephan Shuichi Haupt (Bielefeld Univ.), Yusuke Mori, Ryohei Kanzaki (Univ. of Tokyo)  NC2013-68 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | It is necessary to estimate model parameters of a neuron to simulate electrical activity of the neuron on a computer. We previously estimated model parameters of virtual neurons via massively parallel Real-Coded Genetic Algorithm (RCGA) implemented on K computer. In this paper, this algorithm was applied to a real projection neuron of a silkmoth antennal lobe and model parameters were estimated. As a result of the experiments, we confirmed the advantage of multi-compartment model over single compartment model. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Real-coded genetic algorithm / Insect brain simulation / Antennal lobe of silkmoth / Massively parallel computing / Multi-compartment model / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 113, no. 382, NC2013-68, pp. 7-12, Jan. 2014. | |
| Paper # | NC2013-68 | |
| Date of Issue | 2014-01-13 (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 | NC2013-68 |
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| Conference Information | |
| Committee | NC |
| Conference Date | 2014-01-20 - 2014-01-21 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyusyu Institute of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2014-01-NC |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Hodgkin Huxley Type Model Parameter Estimation for Single Neuron via Massively Parallel RCGA |
| Sub Title (in English) | Application to the Silkmoth Antennal Lobe Neuron |
| Keyword(1) | Real-coded genetic algorithm |
| Keyword(2) | Insect brain simulation |
| Keyword(3) | Antennal lobe of silkmoth |
| Keyword(4) | Massively parallel computing |
| Keyword(5) | Multi-compartment model |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Akihiko Goto |
| 1st Author's Affiliation | The University of Tokyo (Univ. of Tokyo) |
| 2nd Author's Name | Tomoki Kazawa |
| 2nd Author's Affiliation | The University of Tokyo (Univ. of Tokyo) |
| 3rd Author's Name | Daisuke Miyamoto |
| 3rd Author's Affiliation | The University of Tokyo (Univ. of Tokyo) |
| 4th Author's Name | Stephan Shuichi Haupt |
| 4th Author's Affiliation | Bielefeld University (Bielefeld Univ.) |
| 5th Author's Name | Yusuke Mori |
| 5th Author's Affiliation | The University of Tokyo (Univ. of Tokyo) |
| 6th Author's Name | Ryohei Kanzaki |
| 6th Author's Affiliation | The University of Tokyo (Univ. of Tokyo) |
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| Speaker | Author-1 |
| Date Time | 2014-01-20 10:25:00 |
| Presentation Time | 25 minutes |
| Registration for | NC |
| Paper # | NC2013-68 |
| Volume (vol) | vol.113 |
| Number (no) | no.382 |
| Page | pp.7-12 |
| #Pages | 6 |
| Date of Issue | 2014-01-13 (NC) |
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