| Paper Abstract and Keywords |
| Presentation |
2021-01-28 09:15
On differential equations of nonlinear NPN bipolar transistor for LSTM neural networks Cheng Wang, Hong Mo Yong, Zhi Hui He, Kazuya Ozawa, Kaito Isogai, Hideaki Okazaki (Shonan Inst.Tech) CAS2020-37 ICTSSL2020-22 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In this report,we discuss how to build differential equations of
a nonlinear NPN bipolar transistor for Long
Short Term Memory (LSTM) neural networks. First,we describe differential equations of
a nonlinear NPN bipolar transistor. Secondly, a typical example of NPN bipolar transistor parameters is introduced. Finally, we summarize the concluding remarks and the future research. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
LSTM neural network / bipolar transistor / differential equation / approximation method / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 120, no. 346, CAS2020-37, pp. 1-3, Jan. 2021. |
| Paper # |
CAS2020-37 |
| 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 |
CAS2020-37 ICTSSL2020-22 |
| 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 of nonlinear NPN bipolar transistor for LSTM neural networks |
| Sub Title (in English) |
|
| Keyword(1) |
LSTM neural network |
| Keyword(2) |
bipolar transistor |
| Keyword(3) |
differential equation |
| Keyword(4) |
approximation method |
| Keyword(5) |
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| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Cheng Wang |
| 1st Author's Affiliation |
shonan institute of technology (Shonan Inst.Tech) |
| 2nd Author's Name |
Hong Mo Yong |
| 2nd Author's Affiliation |
shonan institute of technology (Shonan Inst.Tech) |
| 3rd Author's Name |
Zhi Hui He |
| 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 09:15:00 |
| Presentation Time |
20 minutes |
| Registration for |
CAS |
| Paper # |
CAS2020-37, ICTSSL2020-22 |
| Volume (vol) |
vol.120 |
| Number (no) |
no.346(CAS), no.347(ICTSSL) |
| Page |
pp.1-3 |
| #Pages |
3 |
| Date of Issue |
2021-01-21 (CAS, ICTSSL) |