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| Presentation | 2022-08-09 13:00 Physical Reservoir using Josephson Transmission Line for Waveform Classification Kohki Watanabe (Tohoku Univ.), Yoshinao Mizugaki (Univ.Electro-Communications), Satoshi Moriya, Hideaki Yamamoto, Shigeo Sato (Tohoku Univ.)  SCE2022-6 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Superconducting device is expected to be applied to machine learning due to its outstanding low power consumption property. In this study, we consider the use of a Josephson transmission line, which is a chain of biased Josephson junctions, as a physical reservoir and evaluate its performance in waveform classification task. Our numerical simulations with tuned parameters show that the Josephson transmission line successfully operates as a physical reservoir. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Physical reservoir / Josephson transmission line / Waveform classification / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 122, no. 150, SCE2022-6, pp. 30-33, Aug. 2022. | |
| Paper # | SCE2022-6 | |
| Date of Issue | 2022-08-02 (SCE) | |
| 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 | SCE2022-6 |
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| Conference Information | |
| Committee | SCE |
| Conference Date | 2022-08-09 - 2022-08-09 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | SCE |
| Conference Code | 2022-08-SCE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Physical Reservoir using Josephson Transmission Line for Waveform Classification |
| Sub Title (in English) | |
| Keyword(1) | Physical reservoir |
| Keyword(2) | Josephson transmission line |
| Keyword(3) | Waveform classification |
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| 1st Author's Name | Kohki Watanabe |
| 1st Author's Affiliation | Tohoku University (Tohoku Univ.) |
| 2nd Author's Name | Yoshinao Mizugaki |
| 2nd Author's Affiliation | The university of Electro-Communications (Univ.Electro-Communications) |
| 3rd Author's Name | Satoshi Moriya |
| 3rd Author's Affiliation | Tohoku University (Tohoku Univ.) |
| 4th Author's Name | Hideaki Yamamoto |
| 4th Author's Affiliation | Tohoku University (Tohoku Univ.) |
| 5th Author's Name | Shigeo Sato |
| 5th Author's Affiliation | Tohoku University (Tohoku Univ.) |
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| Speaker | Author-1 |
| Date Time | 2022-08-09 13:00:00 |
| Presentation Time | 25 minutes |
| Registration for | SCE |
| Paper # | SCE2022-6 |
| Volume (vol) | vol.122 |
| Number (no) | no.150 |
| Page | pp.30-33 |
| #Pages | 4 |
| Date of Issue | 2022-08-02 (SCE) |
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