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Paper Abstract and Keywords
Presentation 2022-11-24 16:40
Photonic reservoir computing with optical microcavities
Kohei Arai, Tomoya Yamaguchi, Tomoaki Niiyama, Satoshi Sunada (Kanazawa Univ.) NLP2022-67
Abstract (in Japanese) (See Japanese page) 
(in English) Neural networks (NNs), which mimic the function of neural circuits in the brain, use electrons to perform arithmetic operations, but optical NN hardware, which uses light as the medium for information transmission, enables faster and more efficient arithmetic processing. However, optical NN hardware has several issues in terms of implementation and computation. In this study, we proposed an optical reservoir chip that can virtually construct an optical neural network capable of large-scale and high-density computation and evaluated its performance.
Keyword (in Japanese) (See Japanese page) 
(in English) Photonic neural network / Photonic reservoir computing / Photonic neuron field / Photonic reservoir chip / / / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 280, NLP2022-67, pp. 43-48, Nov. 2022.
Paper # NLP2022-67 
Date of Issue 2022-11-17 (NLP) 
ISSN 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 NLP  
Conference Date 2022-11-24 - 2022-11-25 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NLP 
Conference Code 2022-11-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Photonic reservoir computing with optical microcavities 
Sub Title (in English)  
Keyword(1) Photonic neural network  
Keyword(2) Photonic reservoir computing  
Keyword(3) Photonic neuron field  
Keyword(4) Photonic reservoir chip  
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1st Author's Name Kohei Arai  
1st Author's Affiliation Kanazawa University (Kanazawa Univ.)
2nd Author's Name Tomoya Yamaguchi  
2nd Author's Affiliation Kanazawa University (Kanazawa Univ.)
3rd Author's Name Tomoaki Niiyama  
3rd Author's Affiliation Kanazawa University (Kanazawa Univ.)
4th Author's Name Satoshi Sunada  
4th Author's Affiliation Kanazawa University (Kanazawa Univ.)
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Speaker Author-1 
Date Time 2022-11-24 16:40:00 
Presentation Time 25 minutes 
Registration for NLP 
Paper # NLP2022-67 
Volume (vol) vol.122 
Number (no) no.280 
Page pp.43-48 
#Pages
Date of Issue 2022-11-17 (NLP) 


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