Paper Abstract and Keywords |
Presentation |
2021-12-18 14:50
Experiment of time series signal classification task using 3D cyclic chaotic neural network reservoir Takemori Orima, Yoshihiko Horio (Tohoku Univ.) NLP2021-65 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The chaotic neural network reservoir composed of chaotic neurons can perform time-series signal processing with a smaller number of neurons than general reservoirs. In this paper, we perform a simple time-series signal classification task using a cyclic chaotic neural network reservoir implemented by 3D stacked integrated circuit technology, and evaluate its performance. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
reservoir neural network / chaotic neural network / 3D integrated circuit / analog neural network circuit / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 121, no. 307, NLP2021-65, pp. 100-103, Dec. 2021. |
Paper # |
NLP2021-65 |
Date of Issue |
2021-12-10 (NLP) |
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) |
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NLP2021-65 |
Conference Information |
Committee |
NLP |
Conference Date |
2021-12-17 - 2021-12-18 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
J:COM Horuto Hall OITA |
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(See Japanese page) |
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Paper Information |
Registration To |
NLP |
Conference Code |
2021-12-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Experiment of time series signal classification task using 3D cyclic chaotic neural network reservoir |
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reservoir neural network |
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chaotic neural network |
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3D integrated circuit |
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analog neural network circuit |
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1st Author's Name |
Takemori Orima |
1st Author's Affiliation |
Tohoku University (Tohoku Univ.) |
2nd Author's Name |
Yoshihiko Horio |
2nd Author's Affiliation |
Tohoku University (Tohoku Univ.) |
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Speaker |
Author-1 |
Date Time |
2021-12-18 14:50:00 |
Presentation Time |
25 minutes |
Registration for |
NLP |
Paper # |
NLP2021-65 |
Volume (vol) |
vol.121 |
Number (no) |
no.307 |
Page |
pp.100-103 |
#Pages |
4 |
Date of Issue |
2021-12-10 (NLP) |