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Paper Abstract and Keywords
Presentation 2017-12-22 14:30
Simulation of neural network using ferroelectric capacitor
Isato Ogawa, Tomoharu Yokoyama, Mutsumi Kimura (Ryukoku Univ.) EID2017-21 SDM2017-82 Link to ES Tech. Rep. Archives: EID2017-21 SDM2017-82
Abstract (in Japanese) (See Japanese page) 
(in English) The neural network aims to realize a new engineering information processing system by learning from the advanced information processing functions and principles possessed by the living body's brain and nervous system. In this study, we simulated a hopfield neural network by using a ferroelectric variable capacitor model at the synapse part. As a result, even if a voltage pattern such that a character "T" is applied when an input voltage is regarded as a 3 × 3 pixel pattern and then a voltage of a pattern distorting T by 1 pixel is applied, T It was possible to remember the voltage pattern of the learning and succeeded in learning.
Keyword (in Japanese) (See Japanese page) 
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Reference Info. IEICE Tech. Rep., vol. 117, no. 372, EID2017-21, pp. 51-55, Dec. 2017.
Paper # EID2017-21 
Date of Issue 2017-12-15 (EID, SDM) 
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)
Download PDF EID2017-21 SDM2017-82 Link to ES Tech. Rep. Archives: EID2017-21 SDM2017-82

Conference Information
Committee SDM EID  
Conference Date 2017-12-22 - 2017-12-22 
Place (in Japanese) (See Japanese page) 
Place (in English) Kyoto University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Si, Si-related materials, device process, electron devices, and display technology 
Paper Information
Registration To EID 
Conference Code 2017-12-SDM-EID 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Simulation of neural network using ferroelectric capacitor 
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1st Author's Name Isato Ogawa  
1st Author's Affiliation Ryukoku University (Ryukoku Univ.)
2nd Author's Name Tomoharu Yokoyama  
2nd Author's Affiliation Ryukoku University (Ryukoku Univ.)
3rd Author's Name Mutsumi Kimura  
3rd Author's Affiliation Ryukoku University (Ryukoku Univ.)
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Speaker
Date Time 2017-12-22 14:30:00 
Presentation Time 15 
Registration for EID 
Paper # IEICE-EID2017-21,IEICE-SDM2017-82 
Volume (vol) IEICE-117 
Number (no) no.372(EID), no.373(SDM) 
Page pp.51-55 
#Pages IEICE-5 
Date of Issue IEICE-EID-2017-12-15,IEICE-SDM-2017-12-15 


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