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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 #
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
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