| IEICE Technical Committee Submission System Conference Paper's Information |
Online Proceedings [Sign in] Tech. Rep. Archives |
| Go Top Page | Go Previous | [Japanese] / [English] |
| Paper Abstract and Keywords | ||
| Presentation | 2023-10-06 10:30 Prediction and detection for extreme events of semiconductor laser using echo state network Shoma Ohara (Tokyo Univ. of Tech.), Kazutaka Kanno, Atsushi Uchida (Saitama Univ.), Hiroaki Kurokawa (Tokyo Univ. of Tech.)  CAS2023-33 NLP2023-32 |
|
| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Intermittent chaos is a one of nonlinear dynamics of a semiconductor laser with optical-feedback. Intermittent chaos consists of a laminar state with a small amplitude and a burst with a sudden and rapid increase in amplitude. It is important to predict the occurrence of such sudden phenomena before they occur. In this study, we perform time-series prediction of intermittent chaos in semiconductor laser using reservoir computing. We also evaluate whether the prediction results can be detected the occurrence of extreme events. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Reservoir computing / Time-series prediction / Semiconductor laser / Intermittent chaos / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 123, no. 203, NLP2023-32, pp. 13-13, Oct. 2023. | |
| Paper # | NLP2023-32 | |
| Date of Issue | 2023-09-29 (CAS, 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 | CAS2023-33 NLP2023-32 |
|
| Conference Information | |
| Committee | NLP CAS |
| Conference Date | 2023-10-06 - 2023-10-07 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Work plaza Gifu |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | CAS, NLP, etc. |
| Paper Information | |
| Registration To | NLP |
| Conference Code | 2023-10-NLP-CAS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Prediction and detection for extreme events of semiconductor laser using echo state network |
| Sub Title (in English) | |
| Keyword(1) | Reservoir computing |
| Keyword(2) | Time-series prediction |
| Keyword(3) | Semiconductor laser |
| Keyword(4) | Intermittent chaos |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Shoma Ohara |
| 1st Author's Affiliation | Tokyo University of Technology (Tokyo Univ. of Tech.) |
| 2nd Author's Name | Kazutaka Kanno |
| 2nd Author's Affiliation | Saitama University (Saitama Univ.) |
| 3rd Author's Name | Atsushi Uchida |
| 3rd Author's Affiliation | Saitama University (Saitama Univ.) |
| 4th Author's Name | Hiroaki Kurokawa |
| 4th Author's Affiliation | Tokyo University of Technology (Tokyo Univ. of Tech.) |
| 5th Author's Name | |
| 5th Author's Affiliation | () |
| 6th Author's Name | |
| 6th Author's Affiliation | () |
| 7th Author's Name | |
| 7th Author's Affiliation | () |
| 8th Author's Name | |
| 8th Author's Affiliation | () |
| 9th Author's Name | |
| 9th Author's Affiliation | () |
| 10th Author's Name | |
| 10th Author's Affiliation | () |
| 11th Author's Name | |
| 11th Author's Affiliation | () |
| 12th Author's Name | |
| 12th Author's Affiliation | () |
| 13th Author's Name | |
| 13th Author's Affiliation | () |
| 14th Author's Name | |
| 14th Author's Affiliation | () |
| 15th Author's Name | |
| 15th Author's Affiliation | () |
| 16th Author's Name | |
| 16th Author's Affiliation | () |
| 17th Author's Name | |
| 17th Author's Affiliation | () |
| 18th Author's Name | |
| 18th Author's Affiliation | () |
| Speaker | Author-1 |
| Date Time | 2023-10-06 10:30:00 |
| Presentation Time | 20 minutes |
| Registration for | NLP |
| Paper # | CAS2023-33, NLP2023-32 |
| Volume (vol) | vol.123 |
| Number (no) | no.202(CAS), no.203(NLP) |
| Page | p.13 |
| #Pages | 1 |
| Date of Issue | 2023-09-29 (CAS, NLP) |
[Return to Top Page]