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| Presentation | 2015-03-04 14:25 Evaluation of Chaos Route and Signal Response in Izhikevich Neuron Model Sou Nobukawa (FUT), Haruhiko Nishimura (Univ. of Hyogo), Teruya Yamanishi (FUT), Jian-Qin Liu (NICT)  NLP2014-156 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Chaotic resonance (CR) in which the system responds to a weak signal by the effect of chaotic activities is known as one of the functionality of chaos in neural systems. While, it has been found that several routes to chaos exist in the neural systems and these characteristics are very different each other. However, there have been few studies that compare the efficiencies of signal response in CR among the chaotic states arising from different routes to chaos. Thus, in this paper, we focus on Izhikevich neuron model which has been investigated recently regarding its chaotic characteristic and bifurcation and evaluate CR in the route to chaos through period doubling bifurcation and the route to chaos through tangent bifurcation by using Izhikevich neuron model. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Izhikevich neuron model / chaos / bifurcation / Lyapunov exponent / chaotic resonance / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 114, no. 484, NLP2014-156, pp. 73-78, March 2015. | |
| Paper # | NLP2014-156 | |
| Date of Issue | 2015-02-24 (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 | NLP2014-156 |
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| Conference Information | |
| Committee | NLP |
| Conference Date | 2015-03-03 - 2015-03-04 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hyogo Prefecture Citizens' Hall |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Nonlinear Problems, etc. |
| Paper Information | |
| Registration To | NLP |
| Conference Code | 2015-03-NLP |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Evaluation of Chaos Route and Signal Response in Izhikevich Neuron Model |
| Sub Title (in English) | |
| Keyword(1) | Izhikevich neuron model |
| Keyword(2) | chaos |
| Keyword(3) | bifurcation |
| Keyword(4) | Lyapunov exponent |
| Keyword(5) | chaotic resonance |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Sou Nobukawa |
| 1st Author's Affiliation | Fukui University of Technology (FUT) |
| 2nd Author's Name | Haruhiko Nishimura |
| 2nd Author's Affiliation | University of Hyogo (Univ. of Hyogo) |
| 3rd Author's Name | Teruya Yamanishi |
| 3rd Author's Affiliation | Fukui University of Technology (FUT) |
| 4th Author's Name | Jian-Qin Liu |
| 4th Author's Affiliation | National Institute of Information and Communications Technology (NICT) |
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| Speaker | Author-1 |
| Date Time | 2015-03-04 14:25:00 |
| Presentation Time | 25 minutes |
| Registration for | NLP |
| Paper # | NLP2014-156 |
| Volume (vol) | vol.114 |
| Number (no) | no.484 |
| Page | pp.73-78 |
| #Pages | 6 |
| Date of Issue | 2015-02-24 (NLP) |
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