Abstract
We investigate the impact of machine learning classification versus regression on the performance of NFDM transmission with discrete spectrum modulation. The classification is more conducive than the regression, in term of the SSMF reach enhancement.
© 2021 The Author(s)
PDF ArticleMore Like This
Memedhe Ibrahimi, Hatef Abdollahi, Alessandro Giusti, Cristina Rottondi, and Massimo Tornatore
NeM3B.1 Photonic Networks and Devices (Networks) 2020
Mattia Delli Priscoli, Pasquale Memmolo, Gioele Ciaparrone, Vittorio Bianco, Francesco Merola, Lisa Miccio, Francesco Bardozzo, Daniele Pirone, Martina Mugnano, Flora Cimmino, Mario Capasso, Achile Iolascon, Pietro Ferraro, and Roberto Tagliaferri
DTh1D.3 Digital Holography and Three-Dimensional Imaging (DH) 2021
Edoardo Farnesi, Andrea Barucci, Cristiano D’Andrea, Martina Banchelli, Chiara Amicucci, Marella de Angelis, Michael Schmitt, and Paolo Matteini
EW4A.45 European Conference on Biomedical Optics (ECBO) 2021