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Paper Abstract and Keywords
Presentation 2012-07-31 14:30
Neuron parameter estimation by genetic algorithm using the characteristics of membrane potential
Mao Suzuka, Ryota Kobayashi, Katsunori Kitano (Ritsumeikan Univ.) NC2012-32
Abstract (in Japanese) (See Japanese page) 
(in English) In order to estimate unknown parameters of a neuron model from experimental data, we improved the Genetic Algorithm (GA) based on characteristics of a profile of neural responses (such as action potential width and so on). We then verified its performance applying it to the synthetic data from a pre-set Hodgkin$-$Huxely model neuron.
Keyword (in Japanese) (See Japanese page) 
(in English) Optimization / Genetic Algorithm / Neuron model / NEURON / / / /  
Reference Info. IEICE Tech. Rep., vol. 112, no. 168, NC2012-32, pp. 99-102, July 2012.
Paper # NC2012-32 
Date of Issue 2012-07-23 (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 NC2012-32

Conference Information
Committee NC  
Conference Date 2012-07-30 - 2012-07-31 
Place (in Japanese) (See Japanese page) 
Place (in English) Ritsumeikan Univ. College of Information Science and Engineering 
Topics (in Japanese) (See Japanese page) 
Topics (in English) General 
Paper Information
Registration To NC 
Conference Code 2012-07-NC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Neuron parameter estimation by genetic algorithm using the characteristics of membrane potential 
Sub Title (in English)  
Keyword(1) Optimization  
Keyword(2) Genetic Algorithm  
Keyword(3) Neuron model  
Keyword(4) NEURON  
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1st Author's Name Mao Suzuka  
1st Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
2nd Author's Name Ryota Kobayashi  
2nd Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
3rd Author's Name Katsunori Kitano  
3rd Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
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Speaker Author-1 
Date Time 2012-07-31 14:30:00 
Presentation Time 25 minutes 
Registration for NC 
Paper # NC2012-32 
Volume (vol) vol.112 
Number (no) no.168 
Page pp.99-102 
#Pages 4 
Date of Issue 2012-07-23 (NC) 

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