Lorenzo De Marinis
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Explore the profile of Lorenzo De Marinis including associated specialties, affiliations and a list of published articles.
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Recent Articles
1.
Roumpos I, Marinis L, Kirtas M, Passalis N, Tefas A, Contestabile G, et al.
Opt Express
. 2023 Jun;
31(12):20068-20079.
PMID: 37381408
In this paper, we introduce optics-informed Neural Networks and demonstrate experimentally how they can improve performance of End-to-End deep learning models for IM/DD optical transmission links. Optics-informed or optics-inspired NNs...
2.
Paolini E, Marinis L, Maggiani L, Cococcioni M, Andriolli N
Neural Netw
. 2023 Mar;
162:531-540.
PMID: 36990002
In this paper we present CHARLES (C++ pHotonic Aware neuRaL nEtworkS), a C++ library aimed at providing a flexible tool to simulate the behavior of Photonic-Aware Neural Network (PANN). PANNs...