Paper Abstract and Keywords |
Presentation |
2014-01-22 11:00
Analysis of Bifurcation of Simple Spiking Neuron Model with Filters Shota Kirikawa, Toshimichi Saito (Hosei Univ.) NLP2013-149 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This paper studies a simple spiking neuron with filtered base signal.
The dynamics depends crucially on the shape of the base signal.
The neuron has periodic base signal applying a basic RC-Low Pass Filter to the periodic square source signal.
As a key parameter varies, the shape of the base signal varies and the model can exhibit bifurcation phenomena of various periodic/chaotic spike-trains.
Typical phenomena including period-doubling bifurcation and border-collision bifurcation can be analyzed by 1D phase map.
These phenomena can be also confirmed with the bifurcation sets. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
spiking neuron / chaos / bifurcation / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 113, no. 383, NLP2013-149, pp. 107-110, Jan. 2014. |
Paper # |
NLP2013-149 |
Date of Issue |
2014-01-14 (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) |
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NLP2013-149 |
Conference Information |
Committee |
NLP |
Conference Date |
2014-01-21 - 2014-01-22 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Niseko Park Hotel |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
General |
Paper Information |
Registration To |
NLP |
Conference Code |
2014-01-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Analysis of Bifurcation of Simple Spiking Neuron Model with Filters |
Sub Title (in English) |
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spiking neuron |
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chaos |
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bifurcation |
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1st Author's Name |
Shota Kirikawa |
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 |
2014-01-22 11:00:00 |
Presentation Time |
20 minutes |
Registration for |
NLP |
Paper # |
NLP2013-149 |
Volume (vol) |
vol.113 |
Number (no) |
no.383 |
Page |
pp.107-110 |
#Pages |
4 |
Date of Issue |
2014-01-14 (NLP) |