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| Paper Abstract and Keywords | ||
| Presentation | 2021-12-17 10:00 Basic performances of a swarm intelligence algorithm based on spiking oscillator networks Tomoyuki Sasaki (SIT), Hidehiro Nakano (TCU)  NLP2021-43 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Spiking oscillator networks are simply coupling systems of plural spiking oscillators, which generate various synchronization or asynchronization phenomena. In this paper, Optimizer based on spiking neural-oscillator networks (OSNN) is proposed, which is introduced into asynchronaization dynamics of spiking oscillator networks. In OSNN, a single particle consists of plural spiking oscillators, which searches its own 1-dimensional search space and connects each other through a network topology. In order to verify effectiveness of OSNN, we demonstrate numerical simulations through IEEE CEC’13 benchmark functions. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | swarm intelligence algorithm / black-box optimization problem / particle swarm optimization / spiking oscillator / spiking oscillator networks / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 121, no. 307, NLP2021-43, pp. 1-6, Dec. 2021. | |
| Paper # | NLP2021-43 | |
| Date of Issue | 2021-12-10 (NLP) | |
| ISSN | 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 | NLP2021-43 |
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| Conference Information | |
| Committee | NLP |
| Conference Date | 2021-12-17 - 2021-12-18 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | J:COM Horuto Hall OITA |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | NLP |
| Conference Code | 2021-12-NLP |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Basic performances of a swarm intelligence algorithm based on spiking oscillator networks |
| Sub Title (in English) | |
| Keyword(1) | swarm intelligence algorithm |
| Keyword(2) | black-box optimization problem |
| Keyword(3) | particle swarm optimization |
| Keyword(4) | spiking oscillator |
| Keyword(5) | spiking oscillator networks |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Tomoyuki Sasaki |
| 1st Author's Affiliation | Shonan Institute of Technology (SIT) |
| 2nd Author's Name | Hidehiro Nakano |
| 2nd Author's Affiliation | Tokyo City University (TCU) |
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| Speaker | Author-1 |
| Date Time | 2021-12-17 10:00:00 |
| Presentation Time | 25 minutes |
| Registration for | NLP |
| Paper # | NLP2021-43 |
| Volume (vol) | vol.121 |
| Number (no) | no.307 |
| Page | pp.1-6 |
| #Pages | 6 |
| Date of Issue | 2021-12-10 (NLP) |
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