Paper Abstract and Keywords |
Presentation |
2016-12-12 16:45
Development of Synapses in Neural Networks using a-IGZO Thin Films Toshimasa Hori, Ryo Tanaka, Yuki Koga, Tokiyoshi Matsuda, Mutsumi Kimura (Ryukoku Univ.) EID2016-29 SDM2016-110 Link to ES Tech. Rep. Archives: EID2016-29 SDM2016-110 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Neural networks are information processing models based on human brains, which have been actively studied. However, in order to perform advanced learning of the neural networks in hardware, high integration is necessary. Therefore, we decided to use the IGZO thin films that have high mobility even if they are fabricated by a low-temperature process among the thin film materials that can be highly integrated. By making a cross-point type of synapse this time, a study was conducted to create a large number of synapses on a single substrate. Moreover, since memristor characteristics were observed, experiments for measuring memristor characteristics were also conducted. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
In-Ga-Zn-O(IGZO) / Neural network / Synapse / Cross Point / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 116, no. 355, SDM2016-110, pp. 89-92, Dec. 2016. |
Paper # |
SDM2016-110 |
Date of Issue |
2016-12-05 (EID, SDM) |
ISSN |
Print edition: ISSN 0913-5685 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 |
EID2016-29 SDM2016-110 Link to ES Tech. Rep. Archives: EID2016-29 SDM2016-110 |
Conference Information |
Committee |
SDM EID |
Conference Date |
2016-12-12 - 2016-12-12 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
NAIST |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Fabrication and Evaluation of Silicon Related Materials |
Paper Information |
Registration To |
SDM |
Conference Code |
2016-12-SDM-EID |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Development of Synapses in Neural Networks using a-IGZO Thin Films |
Sub Title (in English) |
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Keyword(1) |
In-Ga-Zn-O(IGZO) |
Keyword(2) |
Neural network |
Keyword(3) |
Synapse |
Keyword(4) |
Cross Point |
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1st Author's Name |
Toshimasa Hori |
1st Author's Affiliation |
Ryukoku University (Ryukoku Univ.) |
2nd Author's Name |
Ryo Tanaka |
2nd Author's Affiliation |
Ryukoku University (Ryukoku Univ.) |
3rd Author's Name |
Yuki Koga |
3rd Author's Affiliation |
Ryukoku University (Ryukoku Univ.) |
4th Author's Name |
Tokiyoshi Matsuda |
4th Author's Affiliation |
Ryukoku University (Ryukoku Univ.) |
5th Author's Name |
Mutsumi Kimura |
5th Author's Affiliation |
Ryukoku University (Ryukoku Univ.) |
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Speaker |
Author-1 |
Date Time |
2016-12-12 16:45:00 |
Presentation Time |
15 minutes |
Registration for |
SDM |
Paper # |
EID2016-29, SDM2016-110 |
Volume (vol) |
vol.116 |
Number (no) |
no.354(EID), no.355(SDM) |
Page |
pp.89-92 |
#Pages |
4 |
Date of Issue |
2016-12-05 (EID, SDM) |
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