| Paper Abstract and Keywords |
| Presentation |
2018-01-30 15:00
[Invited Talk]
STDP synapse with outstanding stability based on a novel insulator-to-metal transition FET Pablo Stoliar (nanoGUNE), Alejandro Schulman, Ai Kitoh, Akihito Sawa, Isao H. Inoue (AIST) SDM2017-95 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
We have developed an ultra-stable spike-timing-dependent plasticity (STDP) synapse based on a unique field-effect transistor (FET) that presents a gate-controlled insulator-to-2D-metal transition (IMT). Most of the present sin- gle-device STDP synapses depend on stochastic phenomena (e.g., filament formation) and the instability on spike pulses is inevitable. In contrast, our STDP synapse shows a distinguished stability with a large dynamic range and with very low power consumption. Hand-written digit recognition in a simulated spiking neural network (SNN) for our STDP synapse was also demonstrated. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
STDP / artificial synapse / insulator-to-2D metal transition / SrTiO3 / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 117, no. 427, SDM2017-95, pp. 17-20, Jan. 2018. |
| Paper # |
SDM2017-95 |
| Date of Issue |
2018-01-23 (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 |
SDM2017-95 |
| Conference Information |
| Committee |
SDM |
| Conference Date |
2018-01-30 - 2018-01-30 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Kikai-Shinko-Kaikan Bldg. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
|
| Paper Information |
| Registration To |
SDM |
| Conference Code |
2018-01-SDM |
| Language |
English |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
STDP synapse with outstanding stability based on a novel insulator-to-metal transition FET |
| Sub Title (in English) |
|
| Keyword(1) |
STDP |
| Keyword(2) |
artificial synapse |
| Keyword(3) |
insulator-to-2D metal transition |
| Keyword(4) |
SrTiO3 |
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| 1st Author's Name |
Pablo Stoliar |
| 1st Author's Affiliation |
CIC nanoGUNE (nanoGUNE) |
| 2nd Author's Name |
Alejandro Schulman |
| 2nd Author's Affiliation |
National Institute of Advanced Industrial Science and Technology (AIST) |
| 3rd Author's Name |
Ai Kitoh |
| 3rd Author's Affiliation |
National Institute of Advanced Industrial Science and Technology (AIST) |
| 4th Author's Name |
Akihito Sawa |
| 4th Author's Affiliation |
National Institute of Advanced Industrial Science and Technology (AIST) |
| 5th Author's Name |
Isao H. Inoue |
| 5th Author's Affiliation |
National Institute of Advanced Industrial Science and Technology (AIST) |
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| Speaker |
Author-1 |
| Date Time |
2018-01-30 15:00:00 |
| Presentation Time |
30 minutes |
| Registration for |
SDM |
| Paper # |
SDM2017-95 |
| Volume (vol) |
vol.117 |
| Number (no) |
no.427 |
| Page |
pp.17-20 |
| #Pages |
4 |
| Date of Issue |
2018-01-23 (SDM) |