Paper Abstract and Keywords |
Presentation |
2014-01-20 10:50
Biophysical parameter estimation of a neuron in the antennal lobe of bombyx mori using probabilistic method Hayeong Lee, Tomoki Kazawa (Univ. of Tokyo), Stephan Shuichi Haupt (Bielefeld Univ.), Ryohei Kanzaki (Univ. of Tokyo) NC2013-69 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The stochastic properties of neurons and the noise in observation hinder the estimation of biophysical parameters in the equations despite the requirement of reconstruction a single neuron in terms of mathematical equations as the fist step of functional brain simulations. Here, we implemented a probabilistic algorithm to estimate the biophysical properties of a neuron in antennal lobe of bombyx mori from physiological data which contain noise. Based on the estimated parameter, we simulated the neuron in silico. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Parameter estimation / Hodgkin-Huxley model / Simulation / Bombyx Mori / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 113, no. 382, NC2013-69, pp. 13-17, Jan. 2014. |
Paper # |
NC2013-69 |
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) |
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NC2013-69 |
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) |
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Paper Information |
Registration To |
NC |
Conference Code |
2014-01-NC |
Language |
English (Japanese title is available) |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Biophysical parameter estimation of a neuron in the antennal lobe of bombyx mori using probabilistic method |
Sub Title (in English) |
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Keyword(1) |
Parameter estimation |
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Hodgkin-Huxley model |
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Simulation |
Keyword(4) |
Bombyx Mori |
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1st Author's Name |
Hayeong Lee |
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 |
Stephan Shuichi Haupt |
3rd Author's Affiliation |
Bielefeld University (Bielefeld Univ.) |
4th Author's Name |
Ryohei Kanzaki |
4th Author's Affiliation |
The University of Tokyo (Univ. of Tokyo) |
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Speaker |
Author-1 |
Date Time |
2014-01-20 10:50:00 |
Presentation Time |
25 minutes |
Registration for |
NC |
Paper # |
NC2013-69 |
Volume (vol) |
vol.113 |
Number (no) |
no.382 |
Page |
pp.13-17 |
#Pages |
5 |
Date of Issue |
2014-01-13 (NC) |