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| Presentation | 2019-03-05 10:45 Spatial distribution of effective information in spin-wave reservoir computing Takehiro Ichimura, Ryosho Nakane, Gohei Tanaka, Akira Hirose (The Univ. of Tokyo)  NC2018-66 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | This paper reports the spatial distribution of effective information for function learning in a spin-wave reservoir-computing garnet chip in magnetic simulation. We map the neural weights of the output neuron in learning XOR task with the chip. Then we find that the weight distribution spatial corresponds to the spatial wave propagation and interference. These results can help to design effective spin-wave reservoir computing devices in the near future. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | reservoir computing / spin wave / / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 118, no. 470, NC2018-66, pp. 121-126, March 2019. | |
| Paper # | NC2018-66 | |
| Date of Issue | 2019-02-25 (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 | NC2018-66 |
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| Conference Information | |
| Committee | NC MBE |
| Conference Date | 2019-03-04 - 2019-03-06 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | University of Electro Communications |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2019-03-NC-MBE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Spatial distribution of effective information in spin-wave reservoir computing |
| Sub Title (in English) | |
| Keyword(1) | reservoir computing |
| Keyword(2) | spin wave |
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| 1st Author's Name | Takehiro Ichimura |
| 1st Author's Affiliation | The Univercity of Tokyo (The Univ. of Tokyo) |
| 2nd Author's Name | Ryosho Nakane |
| 2nd Author's Affiliation | The Univercity of Tokyo (The Univ. of Tokyo) |
| 3rd Author's Name | Gohei Tanaka |
| 3rd Author's Affiliation | The Univercity of Tokyo (The Univ. of Tokyo) |
| 4th Author's Name | Akira Hirose |
| 4th Author's Affiliation | The Univercity of Tokyo (The Univ. of Tokyo) |
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| Speaker | Author-1 |
| Date Time | 2019-03-05 10:45:00 |
| Presentation Time | 25 minutes |
| Registration for | NC |
| Paper # | NC2018-66 |
| Volume (vol) | vol.118 |
| Number (no) | no.470 |
| Page | pp.121-126 |
| #Pages | 6 |
| Date of Issue | 2019-02-25 (NC) |
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