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| Presentation | 2021-01-28 09:55 On differential equations and numerical approximations of a nonlinear field effect transistor for LSTM neural networks Zhihui He, Cheng Wang, Moyong Hong, Kazuya Ozawa, Kaito Isogai, Hideaki Okazaki (Shonan Inst. Tech)  CAS2020-39 ICTSSL2020-24 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In this report，we discuss how to build differential equations and numerical approximations of a nonlinear field effect transistor for Long Short Term Memory (LSTM) neural networks.Secondly，we describe differential equations of a nonlinear field effect transistor．Thirdly，we obtain numerical solutions of the nonlinear field effect transistor dynamics. Finally，we summarize the concluding remarks and the future. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Approximation method / Differential equations / Field effect transistor circuit / LSTM Neural Network / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 120, no. 346, CAS2020-39, pp. 7-10, Jan. 2021. | |
| Paper # | CAS2020-39 | |
| Date of Issue | 2021-01-21 (CAS, ICTSSL) | |
| 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 | CAS2020-39 ICTSSL2020-24 |
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| Conference Information | |
| Committee | CAS ICTSSL |
| Conference Date | 2021-01-28 - 2021-01-29 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Students session, General session |
| Paper Information | |
| Registration To | CAS |
| Conference Code | 2021-01-CAS-ICTSSL |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | On differential equations and numerical approximations of a nonlinear field effect transistor for LSTM neural networks |
| Sub Title (in English) | |
| Keyword(1) | Approximation method |
| Keyword(2) | Differential equations |
| Keyword(3) | Field effect transistor circuit |
| Keyword(4) | LSTM Neural Network |
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| 1st Author's Name | Zhihui He |
| 1st Author's Affiliation | Shonan Institute of Technology (Shonan Inst. Tech) |
| 2nd Author's Name | Cheng Wang |
| 2nd Author's Affiliation | Shonan Institute of Technology (Shonan Inst. Tech) |
| 3rd Author's Name | Moyong Hong |
| 3rd Author's Affiliation | Shonan Institute of Technology (Shonan Inst. Tech) |
| 4th Author's Name | Kazuya Ozawa |
| 4th Author's Affiliation | Shonan Institute of Technology (Shonan Inst. Tech) |
| 5th Author's Name | Kaito Isogai |
| 5th Author's Affiliation | Shonan Institute of Technology (Shonan Inst. Tech) |
| 6th Author's Name | Hideaki Okazaki |
| 6th Author's Affiliation | Shonan Institute of Technology (Shonan Inst. Tech) |
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| Speaker | Author-1 |
| Date Time | 2021-01-28 09:55:00 |
| Presentation Time | 20 minutes |
| Registration for | CAS |
| Paper # | CAS2020-39, ICTSSL2020-24 |
| Volume (vol) | vol.120 |
| Number (no) | no.346(CAS), no.347(ICTSSL) |
| Page | pp.7-10 |
| #Pages | 4 |
| Date of Issue | 2021-01-21 (CAS, ICTSSL) |
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