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Paper Abstract and Keywords
Presentation 2013-09-27 10:15
A parameter learning method for Piecewise-Constant Chaos Oscillator with spike trains of desired ISI
Tatsuro Furusawa, Tadashi Tsubone (Nagaoka Univ. of Tech.) CAS2013-47 NLP2013-59
Abstract (in Japanese) (See Japanese page) 
(in English) In this study, we consider a parameter identification method for piecewise-constant chaos oscillator (PWCCO) which can generate desired spike trains by machine learning. The oscillator can generate various spike trains in response to change its parameters. In this report, we give periodic spike trains to PWCCO as the teacher signal and apply the steepest descent method to identify parameters of PWCCO which can generate spike trains with the period same as the teacher signal. We demonstrate the effectiveness of our method in numerical simulation.
Keyword (in Japanese) (See Japanese page) 
(in English) Machine learning / Piecewise-constant chaos oscillator / Steepest descent method / Inter-Spike-Interval / / / /  
Reference Info. IEICE Tech. Rep., vol. 113, no. 225, NLP2013-59, pp. 63-66, Sept. 2013.
Paper # NLP2013-59 
Date of Issue 2013-09-19 (CAS, NLP) 
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 CAS2013-47 NLP2013-59

Conference Information
Committee CAS NLP  
Conference Date 2013-09-26 - 2013-09-27 
Place (in Japanese) (See Japanese page) 
Place (in English) Satellite Campus, Gifu University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) General 
Paper Information
Registration To NLP 
Conference Code 2013-09-CAS-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A parameter learning method for Piecewise-Constant Chaos Oscillator with spike trains of desired ISI 
Sub Title (in English)  
Keyword(1) Machine learning  
Keyword(2) Piecewise-constant chaos oscillator  
Keyword(3) Steepest descent method  
Keyword(4) Inter-Spike-Interval  
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1st Author's Name Tatsuro Furusawa  
1st Author's Affiliation Nagaoka University of Technology (Nagaoka Univ. of Tech.)
2nd Author's Name Tadashi Tsubone  
2nd Author's Affiliation Nagaoka University of Technology (Nagaoka Univ. of Tech.)
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Speaker Author-1 
Date Time 2013-09-27 10:15:00 
Presentation Time 25 minutes 
Registration for NLP 
Paper # CAS2013-47, NLP2013-59 
Volume (vol) vol.113 
Number (no) no.224(CAS), no.225(NLP) 
Page pp.63-66 
#Pages 4 
Date of Issue 2013-09-19 (CAS, NLP) 

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