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| Presentation | 2012-12-07 13:00 Neural Network using Thin-Film Transistors -- Working Confirmation of Asymmetric Circuit -- Mutsumi Kimura, Yuki Yamaguchi, Ryohei Morita, Yusuke Fujita, Tomoaki Miyatani, Tomohiro Kasakawa (Ryukoku Univ.)  SDM2012-123 Link to ES Tech. Rep. Archives: SDM2012-123 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We are developing neural networks of device level using thin-film transistors (TFT). By adopting an interconnect-type neural network and utilizing a characteristic shift of poly-Si TFTs as a variable strength of synapse connection, which was originally an issue, we realized the neuron consisting of 8 TFTs and synapse of only one TFT. Particularly in this presentation, we confirmed the working by a circuit where the input and output elements are asymmetric. This is a result leading to a super-large, self-learning, and high-flexibility system. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Thin-Film Transistor (TFT) / Neural Network / Asymmetric Circuit / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 112, no. 337, SDM2012-123, pp. 47-52, Dec. 2012. | |
| Paper # | SDM2012-123 | |
| Date of Issue | 2012-11-30 (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 | SDM2012-123 Link to ES Tech. Rep. Archives: SDM2012-123 |
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| Conference Information | |
| Committee | SDM |
| Conference Date | 2012-12-07 - 2012-12-07 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyoto Univ. (Katsura) |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Fabrication and Characterization of Si-related Materials and Devices |
| Paper Information | |
| Registration To | SDM |
| Conference Code | 2012-12-SDM |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Neural Network using Thin-Film Transistors |
| Sub Title (in English) | Working Confirmation of Asymmetric Circuit |
| Keyword(1) | Thin-Film Transistor (TFT) |
| Keyword(2) | Neural Network |
| Keyword(3) | Asymmetric Circuit |
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| 1st Author's Name | Mutsumi Kimura |
| 1st Author's Affiliation | Ryukoku University (Ryukoku Univ.) |
| 2nd Author's Name | Yuki Yamaguchi |
| 2nd Author's Affiliation | Ryukoku University (Ryukoku Univ.) |
| 3rd Author's Name | Ryohei Morita |
| 3rd Author's Affiliation | Ryukoku University (Ryukoku Univ.) |
| 4th Author's Name | Yusuke Fujita |
| 4th Author's Affiliation | Ryukoku University (Ryukoku Univ.) |
| 5th Author's Name | Tomoaki Miyatani |
| 5th Author's Affiliation | Ryukoku University (Ryukoku Univ.) |
| 6th Author's Name | Tomohiro Kasakawa |
| 6th Author's Affiliation | Ryukoku University (Ryukoku Univ.) |
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| Speaker | Author-1 |
| Date Time | 2012-12-07 13:00:00 |
| Presentation Time | 15 minutes |
| Registration for | SDM |
| Paper # | SDM2012-123 |
| Volume (vol) | vol.112 |
| Number (no) | no.337 |
| Page | pp.47-52 |
| #Pages | 6 |
| Date of Issue | 2012-11-30 (SDM) |
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