| Paper Abstract and Keywords |
| Presentation |
2015-12-14 16:00
Operation verification of neural network using a simplified element by FPGA Nao Nakamura, Ryuhei Morita, Yuki Koga, Hiroki Nakanishi, Sumio Sugisaki, Tomoharu Yokoyama, Koki Watada, Tokiyoshi Matsuda, Mutsumi Kimura (Ryukoku Univ.) EID2015-23 SDM2015-106 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Neural networks are those that aim to realize advanced information processing functions of the brain and nervous system of a living body. We are developing neural networks using thin-film transistors. To ensure the large number of neurons, it is essential to develop a simplified neurons. Therefore, we prepared three types of neuron circuits and verified the operation by FPGA. As a result, we succeeded in operating all circuits properly. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Neural Network / Simplified Element / FPGA / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 115, no. 362, EID2015-23, pp. 61-64, Dec. 2015. |
| Paper # |
EID2015-23 |
| Date of Issue |
2015-12-07 (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 |
EID2015-23 SDM2015-106 |
| Conference Information |
| Committee |
EID SDM |
| Conference Date |
2015-12-14 - 2015-12-14 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Ryukoku University, Avanti Kyoto Hall |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Si and Si-related Materials and Devices, and Display Technology |
| Paper Information |
| Registration To |
EID |
| Conference Code |
2015-12-EID-SDM |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Operation verification of neural network using a simplified element by FPGA |
| Sub Title (in English) |
|
| Keyword(1) |
Neural Network |
| Keyword(2) |
Simplified Element |
| Keyword(3) |
FPGA |
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| 1st Author's Name |
Nao Nakamura |
| 1st Author's Affiliation |
Ryukoku University (Ryukoku Univ.) |
| 2nd Author's Name |
Ryuhei Morita |
| 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 |
Hiroki Nakanishi |
| 4th Author's Affiliation |
Ryukoku University (Ryukoku Univ.) |
| 5th Author's Name |
Sumio Sugisaki |
| 5th Author's Affiliation |
Ryukoku University (Ryukoku Univ.) |
| 6th Author's Name |
Tomoharu Yokoyama |
| 6th Author's Affiliation |
Ryukoku University (Ryukoku Univ.) |
| 7th Author's Name |
Koki Watada |
| 7th Author's Affiliation |
Ryukoku University (Ryukoku Univ.) |
| 8th Author's Name |
Tokiyoshi Matsuda |
| 8th Author's Affiliation |
Ryukoku University (Ryukoku Univ.) |
| 9th Author's Name |
Mutsumi Kimura |
| 9th Author's Affiliation |
Ryukoku University (Ryukoku Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2015-12-14 16:00:00 |
| Presentation Time |
15 minutes |
| Registration for |
EID |
| Paper # |
EID2015-23, SDM2015-106 |
| Volume (vol) |
vol.115 |
| Number (no) |
no.362(EID), no.363(SDM) |
| Page |
pp.61-64 |
| #Pages |
4 |
| Date of Issue |
2015-12-07 (EID, SDM) |