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 Conference Papers (Available on Advance Programs)  (Sort by: Date Descending)
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Committee Date Time Place Paper Title / Authors Abstract Paper #
ITE-BCT, OCS, IEE-CMN, OFT 2022-11-11
13:25		 Miyagi Forest-Sendai
(Primary: On-site, Secondary: Online)		 Optical nonlinearity compensation using nonlinear equalizer based on complex-valued reservoir computing
Kai Ikuta, Jinya Nakamura, Yuta Ito, Moriya Nakamura (Meiji Univ.) OCS2022-45		 We investigated a nonlinear equalizer based on complex-valued reservoir computing (CVRC) and compared the performance wi... [more] OCS2022-45
pp.30-35
PN 2022-08-29
09:55		 Hokkaido
(Primary: On-site, Secondary: Online)		 Comparison of overfitting in ANN- and VSTF-based nonlinear equalizers to repeated random bit patterns
Kai Ikuta, Nakamura Jinya, Motai Daisuke, Nakamura Moriya (Meiji Univ.) PN2022-9		 We compared the overfitting characteristics of artificial-neural-network- (ANN-) and Volterra-series-transfer-function- ... [more] PN2022-9
pp.5-9
PN 2022-08-29
10:20		 Hokkaido
(Primary: On-site, Secondary: Online)		 Compensation Performance of DNN-based Nonlinear Equalizer for Optical Communication Systems
Jinya Nakamura, Kai Ikuta, Daisuke Motai, Moriya Nakamura (Meiji Univ.) PN2022-10		 We investigated and compared the performances of three-layer-ANN- and four-layer-DNN-based nonlinear equalizers used for... [more] PN2022-10
pp.10-14
RISING
(2nd)		 2019-11-26
14:10		 Tokyo Fukutake Learning Theater, Hongo Campus, Univ. Tokyo [Poster Presentation] Overestimation Comparison of Artificial Neural Network and Volterra Series Transfer Function with PRBS Data
Kai Ikuta, Yuta Otsuka, Moriya Nakamura (Meiji Univ.) 		(To be available after the conference date) [more]
OCS, PN, NS
(Joint)		 2019-06-20
13:00		 Iwate MALIOS（Morioka） Overestimation of Artificial Neural Network and Volterra Series Transfer Function in PRBS Based Signal Quality Evaluation
Kai Ikuta, Yuta Otsuka, Yuta Fukumoto, Moriya Nakamura (Meiji Univ.) OCS2019-13		 We compared overestimation problem of Volterra series transfer function (VSTF) with that of artificial neural network (A... [more] OCS2019-13
pp.17-20
 Results 1 - 5 of 5  /   
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