Paper Abstract and Keywords |
Presentation |
2018-03-08 14:50
Neuromorphic Systems using Thin-Film Devices Mutsumi Kimura (Ryukoku Univ.), Hiroki Yamane, Yasuhiko Nakashima (NAIST) EMD2017-74 MR2017-45 SCE2017-45 EID2017-47 ED2017-119 CPM2017-139 SDM2017-119 ICD2017-124 OME2017-68 Link to ES Tech. Rep. Archives: EMD2017-74 MR2017-45 SCE2017-45 EID2017-47 ED2017-119 CPM2017-139 SDM2017-119 ICD2017-124 OME2017-68 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Artificial intelligences are utilized for various applications and indispensable technologies in future societies. However, they are realized as complicated software executed on high-spec hardware, and it is issues that the size is bulky and the power is huge. Neuromorphic systems mimic biological systems from hardware level, and it is expected that the size is compact, the power is little, and the working is robust. On the other hand, thin-film devices can be fabricated on large area with layered structure. We are investigating neuromorphic systems using thin-film devices. In this study, we have succeeded in confirming the basic working of the neuromorphic systems using thin-film devices. These systems are scalable and adoptive, and have possibilities to realize the same functions as those of the conventional artificial intelligences by scaling and layering. In addition, they also have potentials to avoid energy crisis by the low power and realize AI on Everything (AIoE) by the compact size. It is expected that hybrid-type artificial intelligences are installed in autonomous-type robots, which prepare not only the conventional artificial intelligence working with connections to servers and networks but also neuromorphic systems working without them. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Thin-Film Device / Neuromorphic System / Artificial Intelligence / AI on Everything(AIoE) / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 495, EID2017-47, pp. 11-14, March 2018. |
Paper # |
EID2017-47 |
Date of Issue |
2018-03-01 (EMD, MR, SCE, EID, ED, CPM, SDM, ICD, OME) |
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 |
EMD2017-74 MR2017-45 SCE2017-45 EID2017-47 ED2017-119 CPM2017-139 SDM2017-119 ICD2017-124 OME2017-68 Link to ES Tech. Rep. Archives: EMD2017-74 MR2017-45 SCE2017-45 EID2017-47 ED2017-119 CPM2017-139 SDM2017-119 ICD2017-124 OME2017-68 |
Conference Information |
Committee |
CPM ED EID SDM ICD MRIS QIT SCE |
Conference Date |
2018-03-08 - 2018-03-08 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
|
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
|
Paper Information |
Registration To |
EID |
Conference Code |
2018-03-CPM-ED-EID-SDM-ICD-MRIS-QIT-SCE-OME-EMD |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Neuromorphic Systems using Thin-Film Devices |
Sub Title (in English) |
|
Keyword(1) |
Thin-Film Device |
Keyword(2) |
Neuromorphic System |
Keyword(3) |
Artificial Intelligence |
Keyword(4) |
AI on Everything(AIoE) |
Keyword(5) |
|
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
1st Author's Name |
Mutsumi Kimura |
1st Author's Affiliation |
Ryukoku University (Ryukoku Univ.) |
2nd Author's Name |
Hiroki Yamane |
2nd Author's Affiliation |
Nara Institute of Science and Technology (NAIST) |
3rd Author's Name |
Yasuhiko Nakashima |
3rd Author's Affiliation |
Nara Institute of Science and Technology (NAIST) |
4th Author's Name |
|
4th Author's Affiliation |
() |
5th Author's Name |
|
5th Author's Affiliation |
() |
6th Author's Name |
|
6th Author's Affiliation |
() |
7th Author's Name |
|
7th Author's Affiliation |
() |
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 |
2018-03-08 14:50:00 |
Presentation Time |
25 minutes |
Registration for |
EID |
Paper # |
EMD2017-74, MR2017-45, SCE2017-45, EID2017-47, ED2017-119, CPM2017-139, SDM2017-119, ICD2017-124, OME2017-68 |
Volume (vol) |
vol.117 |
Number (no) |
no.492(EMD), no.493(MR), no.494(SCE), no.495(EID), no.496(ED), no.497(CPM), no.498(SDM), no.499(ICD), no.500(OME) |
Page |
pp.11-14 |
#Pages |
4 |
Date of Issue |
2018-03-01 (EMD, MR, SCE, EID, ED, CPM, SDM, ICD, OME) |
|