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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
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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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 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)  
Keyword(1) Parameter estimation  
Keyword(2) Hodgkin-Huxley model  
Keyword(3) Simulation  
Keyword(4) Bombyx Mori  
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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Date Time 2014-01-20 10:50:00 
Presentation Time 25 
Registration for NC 
Paper # IEICE-NC2013-69 
Volume (vol) IEICE-113 
Number (no) no.382 
Page pp.13-17 
#Pages IEICE-5 
Date of Issue IEICE-NC-2014-01-13 

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