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| Presentation | 2018-05-19 15:45 On Simple Growing Reservoir Computing Systems Naoki Sakamoto, Toshimichi Saito (HU)  NC2018-4 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | This paper studies basic function of a simple reservoir computing system. The system is based on a ring-type recurrent network with growing structure. The number of neurons can increase flexibly depending on problems. Training of weighting parameters is performed by a simple version of the differential evolution. Using elementary time-series approximation problems, the network function is investigated. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Reservoir Computing / Differential Evolution / Time-series prediction / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 118, no. 45, NC2018-4, pp. 15-18, May 2018. | |
| Paper # | NC2018-4 | |
| Date of Issue | 2018-05-12 (NC) | |
| 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 | NC2018-4 |
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| Conference Information | |
| Committee | MBE NC |
| Conference Date | 2018-05-19 - 2018-05-19 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Univ. of Toyama |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2018-05-MBE-NC |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | On Simple Growing Reservoir Computing Systems |
| Sub Title (in English) | |
| Keyword(1) | Reservoir Computing |
| Keyword(2) | Differential Evolution |
| Keyword(3) | Time-series prediction |
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| 1st Author's Name | Naoki Sakamoto |
| 1st Author's Affiliation | Hosei University (HU) |
| 2nd Author's Name | Toshimichi Saito |
| 2nd Author's Affiliation | Hosei University (HU) |
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| Speaker | Author-1 |
| Date Time | 2018-05-19 15:45:00 |
| Presentation Time | 25 minutes |
| Registration for | NC |
| Paper # | NC2018-4 |
| Volume (vol) | vol.118 |
| Number (no) | no.45 |
| Page | pp.15-18 |
| #Pages | 4 |
| Date of Issue | 2018-05-12 (NC) |
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