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de Marinis, Lorenzo
121  Ergebnisse:
Personensuche X
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1

In-Line Any-Depth Deep Neural Networks Using P4 Switches:

Paolini, Emilio ; de Marinis, Lorenzo ; Scano, Davide.
IEEE Open Journal of the Communications Society.  5 (2024)  - p. 3556-3567 , 2024
Link: https://doi.org/10.1109/..
 
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2

FTG-Net-E: A hierarchical ensemble graph neural network for..:

Abu Bakar, Rana ; De Marinis, Lorenzo ; Cugini, Filippo.
Computer Networks.  250 (2024)  - p. 110508 , 2024
Link: https://doi.org/10.1016/..
 
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3

Cascaded Look Up Table Distillation of P4 Deep Neural Netwo..:

, In: GLOBECOM 2023 - 2023 IEEE Global Communications Conference,
De Marinis, Lorenzo ; Paolini, Emilio ; Bakar, Rana Abu.. - p. 2111-2116 , 2023
Link: https://doi.org/10.1109/..
 
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4

CHARLES: A C++ fixed-point library for Photonic-Aware Neura..:

Paolini, Emilio ; De Marinis, Lorenzo ; Maggiani, Luca..
Neural Networks.  162 (2023)  - p. 531-540 , 2023
Link: https://doi.org/10.1016/..
 
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5

High-Performance End-to-End Deep Learning IM/DD Link using ..:

Roumpos, Ioannis ; De Marinis, Lorenzo ; Kirtas, Manos...
Optics Express.  , 2023
Link: https://doi.org/10.1364/..
 
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6

Analysis of Integration Technologies for High-Speed Analog ..:

Marinis, Lorenzo De ; Andriolli, Nicola ; Contestabile, Giampiero
IEEE Journal of Selected Topics in Quantum Electronics.  29 (2023)  6: Photonic Signal Processing - p. 1-9 , 2023
Link: https://doi.org/10.1109/..
 
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7

FTG-Net: Hierarchical Flow-to-Traffic Graph Neural Network ..:

, In: 2023 IEEE 24th International Conference on High Performance Switching and Routing (HPSR),
Barsellotti, Luca ; De Marinis, Lorenzo ; Cugini, Filippo. - p. 173-178 , 2023
Link: https://doi.org/10.1109/..
 
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8

Impact of Photonic Integration Platforms on the Performance..:

, In: 2023 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC),
De Marinis, Lorenzo ; Andriolli, Nicola ; Gupta, Sumanta. - p. 1-1 , 2023
Link: https://doi.org/10.1109/..
 
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9

Maximizing team synergy in AI-related interdisciplinary gro..:

Bisconti, Piercosma ; Orsitto, Davide ; Fedorczyk, Federica...
AI & SOCIETY.  38 (2022)  4 - p. 1443-1452 , 2022
Link: https://doi.org/10.1007/..
 
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10

Photonic-aware neural networks:

Paolini, Emilio ; De Marinis, Lorenzo ; Cococcioni, Marco...
Neural Computing and Applications.  34 (2022)  18 - p. 15589-15601 , 2022
Link: https://doi.org/10.1007/..
 
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11

Data Augmentation to Improve Performance of Neural Networks..:

Khan, Lareb Zar ; Pedro, João ; Costa, Nelson...
Journal of Optical Communications and Networking.  , 2022
Link: https://doi.org/10.1364/..
 
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12

Improving Noise Resilience in End-to-End Deep Learning Opti..:

, In: 2022 Asia Communications and Photonics Conference (ACP),
Marinis, Lorenzo De ; Roumpos, Ioannis ; Mourgias-Alexandris, George... - p. 1881-1884 , 2022
Link: https://doi.org/10.1109/..
 
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13

Telemetry and AI-based security P4 applications for optical..:

Cugini, Filippo ; Scano, Davide ; Giorgetti, Alessio...
Journal of Optical Communications and Networking.  15 (2022)  1 - p. A1 , 2022
Link: https://doi.org/10.1364/..
 
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14

Photonic-aware Neural Networks for Packet Classification in..:

, In: 2022 IEEE 23rd International Conference on High Performance Switching and Routing (HPSR),
Paolini, Emilio ; Civerchia, Federico ; De Marinis, Lorenzo... - p. 218-223 , 2022
Link: https://doi.org/10.1109/..
 
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15

Photonic-aware Neural Networks for Packet Classification in..:

, In: 2022 13th International Conference on Network of the Future (NoF),
Paolini, Emilio ; Civerchia, Federico ; De Marinis, Lorenzo... - p. 1-5 , 2022
Link: https://doi.org/10.1109/..
 
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