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 |
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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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) |
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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 |
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Spiking neurons |
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chaos |
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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 |
5 |
Date of Issue |
2013-01-17 (NLP, NC) |
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