Παρακολούθηση
Lorenzo De Marinis
Lorenzo De Marinis
Assistant Professor, Scuola Superiore Sant'Anna
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα santannapisa.it
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Παρατίθεται από
Παρατίθεται από
Έτος
Photonic neural networks: A survey
L De Marinis, M Cococcioni, P Castoldi, N Andriolli
Ieee Access 7, 175827-175841, 2019
1462019
Photonic-aware neural networks
E Paolini, L De Marinis, M Cococcioni, L Valcarenghi, L Maggiani, ...
Neural Computing and Applications 34 (18), 15589-15601, 2022
312022
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
312021
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
202022
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, 2022
172022
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
162023
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
152023
High-performance end-to-end deep learning IM/DD link using optics-informed neural networks
I Roumpos, LD Marinis, M Kirtas, N Passalis, A Tefas, G Contestabile, ...
Optics Express 31 (12), 20068-20079, 2023
122023
Demonstration of P4 neural network switch
F Paolucci, L De Marinis, P Castoldi, F Cugini
Optical Fiber Communication Conference, M2B. 10, 2021
122021
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 29 (6: Photonic …, 2023
102023
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
102021
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
92023
FTG-Net-E: A hierarchical ensemble graph neural network for DDoS attack detection
RA Bakar, L De Marinis, F Cugini, F Paolucci
Computer Networks 250, 110508, 2024
62024
In-Line Any-Depth Deep Neural Networks Using P4 Switches
E Paolini, L De Marinis, D Scano, F Paolucci
IEEE Open Journal of the Communications Society, 2024
42024
Leveraging lithium niobate on insulator technology for photonic analog computing
L De Marinis, E Paolini, G Contestabile, N Andriolli
2022 Italian Conference on Optics and Photonics (ICOP), 1-4, 2022
42022
A silicon nitride reconfigurable linear optical processor
L De Marinis, G Contestabile, P Castoldi, N Andriolli
Optical Fiber Communication Conference, Tu1C. 6, 2021
42021
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
32022
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
Cascaded Look Up Table Distillation of P4 Deep Neural Network Switches
L De Marinis, E Paolini, RA Bakar, F Cugini, F Paolucci
GLOBECOM 2023-2023 IEEE Global Communications Conference, 2111-2116, 2023
22023
Validation of Photonic Neural Networks in Health Scenarios
E Paolini, L De Marinis, G Contestabile, S Gupta, L Maggiani, N Andriolli
2023 International Conference on Photonics in Switching and Computing (PSC), 1-3, 2023
22023
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