Domenico Marsella

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 5

Top Topics

Levenberg Marquardt

Architectural Models

Backpropagation Algorithm

Top Venues

Publications

Vladislav Neskorniuk, Andrea Carnio, Domenico Marsella, Sergei K. Turitsyn, Jaroslaw E. Prilepsky, Vahid Aref
Model-Based Deep Learning of Joint Probabilistic and Geometric Shaping for Optical Communication. CoRR (2022)
Vladislav Neskorniuk, Andrea Carnio, Vinod Bajaj, Domenico Marsella, Sergei K. Turitsyn, Jaroslaw E. Prilepsky, Vahid Aref
End-to-End Deep Learning of Long-Haul Coherent Optical Fiber Communications via Regular Perturbation Model. ECOC (2021)
Vladislav Neskorniuk, Andrea Carnio, Vinod Bajaj, Domenico Marsella, Sergei K. Turitsyn, Jaroslaw E. Prilepsky, Vahid Aref
End-to-End Deep Learning of Long-Haul Coherent Optical Fiber Communications via Regular Perturbation Model. CoRR (2021)
Marco Secondini, Erik Agrell, Enrico Forestieri, Domenico Marsella, Menelaos Ralli Camara
Nonlinearity Mitigation in WDM Systems: Models, Strategies, and Achievable Rates. CoRR (2018)
Marco Secondini, Erik Agrell, Enrico Forestieri, Domenico Marsella
Fiber Nonlinearity Mitigation in WDM Systems: Strategies and Achievable Rates. ECOC (2017)
Naga VishnuKanth Irukulapati, Domenico Marsella, Pontus Johannisson, Erik Agrell, Marco Secondini, Henk Wymeersch
Stochastic Digital Backpropagation with Residual Memory Compensation. CoRR (2015)
Domenico Marsella, Marco Secondini, Erik Agrell, Enrico Forestieri
A simple strategy for mitigating XPM in nonlinear WDM optical systems. OFC (2015)
Henk Wymeersch, Naga VishnuKanth Irukulapati, Domenico Marsella, Pontus Johannisson, Erik Agrell, Marco Secondini
On the use of factor graphs in optical communications. OFC (2015)
Naga VishnuKanth Irukulapati, Domenico Marsella, Pontus Johannisson, Marco Secondini, Henk Wymeersch, Erik Agrell, Enrico Forestieri
On maximum likelihood sequence detectors for single-channel coherent optical communications. ECOC (2014)
Marco Secondini, Domenico Marsella, Enrico Forestieri
Enhanced split-step Fourier method for digital backpropagation. ECOC (2014)