Paper Abstract and Keywords |
Presentation |
2020-12-02 11:40
Evaluation of dielectric properties of ferroelectric thin films for neural networks Yuma Ishisaki, Hiroki Umemura, Daiki Matsukawa, Mutsumi Kimura (RU), Eisuke Tokumitsu (JAIST), Kenichi Haga, Toshihiro Doi (MMC) EID2020-5 SDM2020-39 Link to ES Tech. Rep. Archives: EID2020-5 SDM2020-39 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The neuromorphic system is a hardware-level biosimulation system that implements neuron and synaptic elements. It has the same advantages as the human brain, such as low power consumption and small size. Power consumption does not small with conventional memristor synapses. Therefore, we proposed the synapse of Memcapacitor for low power consumption. In this study, we created a capacitor-type synapse with ferroelectric thin film (Bi,La) 4 Ti 3 O 12 (BLT) and Pb(Zr,Ti)O3(PZT). Electrical characteristics were measured as a device evaluation. It showed usefulness as a synapse. Character correction learning was performed using capacitor-type synapses. The modified pattern matched the memorized pattern, indicating successful training. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
neuromorphic system / ferroelectric / synapse / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 120, no. 272, EID2020-5, pp. 17-20, Dec. 2020. |
Paper # |
EID2020-5 |
Date of Issue |
2020-11-25 (EID, SDM) |
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 |
EID2020-5 SDM2020-39 Link to ES Tech. Rep. Archives: EID2020-5 SDM2020-39 |
Conference Information |
Committee |
EID SDM ITE-IDY |
Conference Date |
2020-12-02 - 2020-12-02 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
|
Paper Information |
Registration To |
EID |
Conference Code |
2020-12-EID-SDM-IDY |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Evaluation of dielectric properties of ferroelectric thin films for neural networks |
Sub Title (in English) |
|
Keyword(1) |
neuromorphic system |
Keyword(2) |
ferroelectric |
Keyword(3) |
synapse |
Keyword(4) |
|
Keyword(5) |
|
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
1st Author's Name |
Yuma Ishisaki |
1st Author's Affiliation |
Ryukoku University (RU) |
2nd Author's Name |
Hiroki Umemura |
2nd Author's Affiliation |
Ryukoku University (RU) |
3rd Author's Name |
Daiki Matsukawa |
3rd Author's Affiliation |
Ryukoku University (RU) |
4th Author's Name |
Mutsumi Kimura |
4th Author's Affiliation |
Ryukoku University (RU) |
5th Author's Name |
Eisuke Tokumitsu |
5th Author's Affiliation |
Japan Advanced Institute of Science and Technology (JAIST) |
6th Author's Name |
Kenichi Haga |
6th Author's Affiliation |
Mitsubishi Materials Corporation (MMC) |
7th Author's Name |
Toshihiro Doi |
7th Author's Affiliation |
Mitsubishi Materials Corporation (MMC) |
8th Author's Name |
|
8th Author's Affiliation |
() |
9th Author's Name |
|
9th Author's Affiliation |
() |
10th Author's Name |
|
10th Author's Affiliation |
() |
11th Author's Name |
|
11th Author's Affiliation |
() |
12th Author's Name |
|
12th Author's Affiliation |
() |
13th Author's Name |
|
13th Author's Affiliation |
() |
14th Author's Name |
|
14th Author's Affiliation |
() |
15th Author's Name |
|
15th Author's Affiliation |
() |
16th Author's Name |
|
16th Author's Affiliation |
() |
17th Author's Name |
|
17th Author's Affiliation |
() |
18th Author's Name |
|
18th Author's Affiliation |
() |
19th Author's Name |
|
19th Author's Affiliation |
() |
20th Author's Name |
|
20th Author's Affiliation |
() |
Speaker |
Author-1 |
Date Time |
2020-12-02 11:40:00 |
Presentation Time |
15 minutes |
Registration for |
EID |
Paper # |
EID2020-5, SDM2020-39 |
Volume (vol) |
vol.120 |
Number (no) |
no.272(EID), no.273(SDM) |
Page |
pp.17-20 |
#Pages |
4 |
Date of Issue |
2020-11-25 (EID, SDM) |
|