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Lorenzo De Marinis
Lorenzo De Marinis
Assistant Professor, Scuola Superiore Sant'Anna
Verified email at santannapisa.it
Title
Cited by
Cited by
Year
Photonic neural networks: A survey
L De Marinis, M Cococcioni, P Castoldi, N Andriolli
IEEE Access 7, 175827-175841, 2019
1162019
Photonic integrated reconfigurable linear processors as neural network accelerators
L De Marinis, M Cococcioni, O Liboiron-Ladouceur, G Contestabile, ...
Applied Sciences 11 (13), 6232, 2021
232021
Photonic-aware neural networks
E Paolini, L De Marinis, M Cococcioni, L Valcarenghi, L Maggiani, ...
Neural Computing and Applications 34 (18), 15589-15601, 2022
202022
A codesigned integrated photonic electronic neuron
L De Marinis, A Catania, P Castoldi, G Contestabile, P Bruschi, M Piotto, ...
IEEE Journal of Quantum Electronics 58 (5), 1-10, 2022
132022
A codesigned photonic electronic MAC neuron with ADC-embedded nonlinearity
L De Marinis, A Catania, P Castoldi, P Bruschi, M Piotto, N Andriolli
CLEO: science and innovations, AW3E. 4, 2021
122021
Demonstration of P4 neural network switch
F Paolucci, L De Marinis, P Castoldi, F Cugini
2021 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2021
102021
Telemetry and AI-based security P4 applications for optical networks
F Cugini, D Scano, A Giorgetti, A Sgambelluri, L De Marinis, P Castoldi, ...
Journal of Optical Communications and Networking 15 (1), A1-A10, 2023
92023
Data augmentation to improve performance of neural networks for failure management in optical networks
LZ Khan, J Pedro, N Costa, L De Marinis, A Napoli, N Sambo
Journal of Optical Communications and Networking 15 (1), 57-67, 2023
72023
High-performance end-to-end deep learning IM/DD link using optics-informed neural networks
I Roumpos, L De Marinis, M Kirtas, N Passalis, A Tefas, G Contestabile, ...
Optics Express 31 (12), 20068-20079, 2023
42023
A silicon nitride reconfigurable linear optical processor
L De Marinis, G Contestabile, P Castoldi, N Andriolli
Optical Fiber Communication Conference, Tu1C. 6, 2021
42021
Maximizing team synergy in AI-related interdisciplinary groups: an interdisciplinary-by-design iterative methodology
P Bisconti, D Orsitto, F Fedorczyk, F Brau, M Capasso, L De Marinis, ...
AI & SOCIETY 38 (4), 1443-1452, 2023
32023
FTG-Net: Hierarchical Flow-to-Traffic Graph Neural Network for DDoS Attack Detection
L Barsellotti, L De Marinis, F Cugini, F Paolucci
2023 IEEE 24th International Conference on High Performance Switching and …, 2023
32023
Analysis of Integration Technologies for High-Speed Analog Neuromorphic Photonics
L De Marinis, N Andriolli, G Contestabile
IEEE Journal of Selected Topics in Quantum Electronics, 2023
32023
Characterization and ENOB Analysis of a Reconfigurable Linear Optical Processor
L De Marinis, O Liboiron-Ladouceur, N Andriolli
Photonics in Switching and Computing, PsW1F. 4, 2020
32020
A photonic accelerator for feature map generation in convolutional neural networks
L De Marinis, F Nesti, M Cococcioni, N Andriolli
Photonics in Switching and Computing, PsTh1F. 3, 2020
32020
Improving Noise Resilience in End-to-End Deep Learning Optical Fiber Transmission Links
L De Marinis, I Roumpos, G Mourgias-Alexandris, M Kirtas, N Passalis, ...
2022 Asia Communications and Photonics Conference (ACP), 1881-1884, 2022
22022
CHARLES: A C++ fixed-point library for Photonic-Aware Neural Networks
E Paolini, L De Marinis, L Maggiani, M Cococcioni, N Andriolli
Neural Networks 162, 531-540, 2023
12023
Photonic-aware Neural Networks for Packet Classification in Beyond 5G Networks
E Paolini, F Civerchia, L De Marinis, L Valcarenghi, L Maggiani, ...
2022 13th International Conference on Network of the Future (NoF), 1-5, 2022
12022
Accelerating Pooling Layers in Photonic Convolutional Neural Networks
E Paolini, L De Marinis, L Maggiani, N Andriolli
2022 27th OptoElectronics and Communications Conference (OECC) and 2022 …, 2022
12022
A Lithium Niobate on Insulator Based Photonic Neural Network
L De Marinis, G Contestabile, N Andriolli
2022 27th OptoElectronics and Communications Conference (OECC) and 2022 …, 2022
12022
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