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Paper Abstract and Keywords
Presentation 2013-01-25 13:50
Analysis of Spike-trains from Non-autonomous Chaotic Spiking Oscillators
Kazuki Yotsuji, Toshimichi Saito (Hosei Univ.) NLP2012-135 NC2012-125
Abstract (in Japanese) (See Japanese page) 
(in English) This paper studies spike-trains from continuous-time non-autonomous chaotic spiking oscillators.
The spiking oscillator has a firing switch depending on the threshold of a state variable and periodic clock signal.
As parameters vary the spiking oscillator can exhibit a variety of chaotic/periodic spike-trains.
We analyse the spike-trains by three tools: the return map, the histogtam and the recurrence plot.
The return map is useful to grasp the chaotic dynamics and stabilty.
The histogram of inter-spike intervals that can extract basic characteristics.
Analyze inter-spike intervals by recurrence plot that can visualize periodicity and stationarity of spike-trains.
Using these tools, we investigate characteristics of typical spike-trains.
Keyword (in Japanese) (See Japanese page) 
(in English) Spiking neurons / chaos / integrate-and-fire model / / / / /  
Reference Info. IEICE Tech. Rep., vol. 112, no. 390, NC2012-125, pp. 175-179, Jan. 2013.
Paper # NC2012-125 
Date of Issue 2013-01-17 (NLP, NC) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
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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 NLP2012-135 NC2012-125

Conference Information
Committee NC NLP  
Conference Date 2013-01-24 - 2013-01-25 
Place (in Japanese) (See Japanese page) 
Place (in English) Hokkaido University Centennial Memory Hall 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NC 
Conference Code 2013-01-NC-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Analysis of Spike-trains from Non-autonomous Chaotic Spiking Oscillators 
Sub Title (in English)  
Keyword(1) Spiking neurons  
Keyword(2) chaos  
Keyword(3) integrate-and-fire model  
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1st Author's Name Kazuki Yotsuji  
1st Author's Affiliation Hosei University (Hosei Univ.)
2nd Author's Name Toshimichi Saito  
2nd Author's Affiliation Hosei University (Hosei Univ.)
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Speaker Author-1 
Date Time 2013-01-25 13:50:00 
Presentation Time 20 minutes 
Registration for NC 
Paper # NLP2012-135, NC2012-125 
Volume (vol) vol.112 
Number (no) no.389(NLP), no.390(NC) 
Page pp.175-179 
#Pages
Date of Issue 2013-01-17 (NLP, NC) 


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