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Paper Abstract and Keywords
Presentation 2024-11-26 15:55
On applying transfer learning into the neural network method for electromagnetic analysis
Kazuhiro Fujita (Saitama IT) EMT2024-61
Abstract (in Japanese) (See Japanese page) 
(in English) The author has been working on the development of the neural network methods for electromagnetic analysis. In this report, an application of transfer learning to the neural network method for analyzing electromagnetic interaction problems in the frequency domain is presented and its effectiveness is demonstrated in the impedance analysis over the THz region.
Keyword (in Japanese) (See Japanese page) 
(in English) Neural Networks / Deep Learning / Transfer Learning / Physical Law / Electromagnetic Analysis / / /  
Reference Info. IEICE Tech. Rep., vol. 124, no. 275, EMT2024-61, pp. 13-16, Nov. 2024.
Paper # EMT2024-61 
Date of Issue 2024-11-19 (EMT) 
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 EMT2024-61

Conference Information
Committee EMT IEE-EMT  
Conference Date 2024-11-26 - 2024-11-28 
Place (in Japanese) (See Japanese page) 
Place (in English) Shizuoka Convestion & Arts Center 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Electromagnetic Theory, etc. 
Paper Information
Registration To EMT 
Conference Code 2024-11-EMT-EMT 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) On applying transfer learning into the neural network method for electromagnetic analysis 
Sub Title (in English)  
Keyword(1) Neural Networks  
Keyword(2) Deep Learning  
Keyword(3) Transfer Learning  
Keyword(4) Physical Law  
Keyword(5) Electromagnetic Analysis  
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1st Author's Name Kazuhiro Fujita  
1st Author's Affiliation Saitama Institute of Technology (Saitama IT)
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Speaker Author-1 
Date Time 2024-11-26 15:55:00 
Presentation Time 25 minutes 
Registration for EMT 
Paper # EMT2024-61 
Volume (vol) vol.124 
Number (no) no.275 
Page pp.13-16 
#Pages 4 
Date of Issue 2024-11-19 (EMT) 

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