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Paper Abstract and Keywords
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
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 Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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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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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
Date Time 2022-08-09 13:00:00 
Presentation Time 25 
Registration for SCE 
Paper # SCE2022-6 
Volume (vol) 122 
Number (no) no.150 
Page pp.30-33 
#Pages
Date of Issue 2022-08-02 (SCE) 


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