Paper Abstract and Keywords |
Presentation |
2022-11-11 13:25
Optical nonlinearity compensation using nonlinear equalizer based on complex-valued reservoir computing Kai Ikuta, Jinya Nakamura, Yuta Ito, Moriya Nakamura (Meiji Univ.) OCS2022-45 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We investigated a nonlinear equalizer based on complex-valued reservoir computing (CVRC) and compared the performance with that of real-valued reservoir computing (RVRC) by numerical simulations and experiments. We clarified that CVRC can reduce the number of reservoir-layer units by roughly half compared to RVRC. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Nonlinear compensation / SPM / Nonlinear equalizer / Reservoir computing / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 122, no. 245, OCS2022-45, pp. 30-35, Nov. 2022. |
Paper # |
OCS2022-45 |
Date of Issue |
2022-11-03 (OCS) |
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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OCS2022-45 |
Conference Information |
Committee |
ITE-BCT OCS IEE-CMN OFT |
Conference Date |
2022-11-10 - 2022-11-11 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Forest-Sendai |
Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
OCS |
Conference Code |
2022-11-BCT-OCS-CMN-OFT |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Optical nonlinearity compensation using nonlinear equalizer based on complex-valued reservoir computing |
Sub Title (in English) |
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Keyword(1) |
Nonlinear compensation |
Keyword(2) |
SPM |
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Nonlinear equalizer |
Keyword(4) |
Reservoir computing |
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1st Author's Name |
Kai Ikuta |
1st Author's Affiliation |
Meiji University (Meiji Univ.) |
2nd Author's Name |
Jinya Nakamura |
2nd Author's Affiliation |
Meiji University (Meiji Univ.) |
3rd Author's Name |
Yuta Ito |
3rd Author's Affiliation |
Meiji University (Meiji Univ.) |
4th Author's Name |
Moriya Nakamura |
4th Author's Affiliation |
Meiji University (Meiji Univ.) |
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Speaker |
Author-1 |
Date Time |
2022-11-11 13:25:00 |
Presentation Time |
25 minutes |
Registration for |
OCS |
Paper # |
OCS2022-45 |
Volume (vol) |
vol.122 |
Number (no) |
no.245 |
Page |
pp.30-35 |
#Pages |
6 |
Date of Issue |
2022-11-03 (OCS) |