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Lorenzo De Marinis
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2020 – today
- 2024
- [j8]Rana Abu Bakar
, Lorenzo De Marinis, Filippo Cugini, Francesco Paolucci:
FTG-Net-E: A hierarchical ensemble graph neural network for DDoS attack detection. Comput. Networks 250: 110508 (2024) - [j7]Emilio Paolini
In-Line Any-Depth Deep Neural Networks Using P4 Switches. IEEE Open J. Commun. Soc. 5: 3556-3567 (2024) - [c15]Emilio Paolini, Lorenzo De Marinis, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli:
Activation Stretching for Tackling Noise in Photonic Aware Neural Networks. OFC 2024: 1-3 - [c14]Nicola Sambo, Filippo Cugini, Lorenzo De Marinis, Piero Castoldi:
Solutions to Increase Energy Efficiency of Optical Networks. OFC 2024: 1-3 - [c13]Lareb Zar Khan, João Pedro, Omran Ayoub, Nelson Costa, Andrea Sgambelluri, Lorenzo De Marinis, Antonio Napoli, Nicola Sambo:
Optimizing Deep Learning-Based Failure Management in Optical Networks by Monitoring Relative Neural Activity. ONDM 2024: 1-3 - 2023
- [j6]Piercosma Bisconti
Maximizing team synergy in AI-related interdisciplinary groups: an interdisciplinary-by-design iterative methodology. AI Soc. 38(4): 1443-1452 (2023) - [j5]Lareb Zar Khan
Data augmentation to improve performance of neural networks for failure management in optical networks. JOCN 15(1): 57-67 (2023) - [j4]Filippo Cugini
Telemetry and AI-based security P4 applications for optical networks [Invited]. JOCN 15(1): A1-A10 (2023) - [j3]Emilio Paolini
CHARLES: A C++ fixed-point library for Photonic-Aware Neural Networks. Neural Networks 162: 531-540 (2023) - [c12]Lorenzo De Marinis, Emilio Paolini, Rana Abu Bakar, Filippo Cugini, Francesco Paolucci:
Cascaded Look Up Table Distillation of P4 Deep Neural Network Switches. GLOBECOM 2023: 2111-2116 - [c11]Luca Barsellotti, Lorenzo De Marinis, Filippo Cugini, Francesco Paolucci
FTG-Net: Hierarchical Flow-to-Traffic Graph Neural Network for DDoS Attack Detection. HPSR 2023: 173-178 - [c10]P. S. Kincaid, Lorenzo De Marinis, Alberto Montanaro
Source Device Independent Quantum Random Number Generator with Integrated InP Photonics. PSC 2023: 1-3 - [c9]Lorenzo De Marinis, P. S. Kincaid, Giampiero Contestabile, S. Gupta, Nicola Andriolli:
Graphene-Based Photonic-Electronic Multiply-Accumulate Neurons. PSC 2023: 1-3 - [c8]Emilio Paolini, Lorenzo De Marinis, Giampiero Contestabile, S. Gupta, Luca Maggiani, Nicola Andriolli:
Validation of Photonic Neural Networks in Health Scenarios. PSC 2023: 1-3 - 2022
- [j2]Emilio Paolini
Photonic-aware neural networks. Neural Comput. Appl. 34(18): 15589-15601 (2022) - [c7]Emilio Paolini, Federico Civerchia, Lorenzo De Marinis, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli:
Photonic-aware Neural Networks for Packet Classification in URLLC scenarios. HPSR 2022: 218-223 - [c6]Emilio Paolini, Federico Civerchia, Lorenzo De Marinis, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli:
Photonic-aware Neural Networks for Packet Classification in Beyond 5G Networks. NoF 2022: 1-5 - [c5]Lorenzo De Marinis, Giampiero Contestabile, Nicola Andriolli:
A Lithium Niobate on Insulator Based Photonic Neural Network. OECC/PSC 2022: 1-3 - [c4]Emilio Paolini, Lorenzo De Marinis, Marco Cococcioni, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli:
Photonic-Aware Neural Network: a fixed-point emulation of photonic hardware. OECC/PSC 2022: 1-3 - [c3]Emilio Paolini, Lorenzo De Marinis, Luca Maggiani, Nicola Andriolli:
Accelerating Pooling Layers in Photonic Convolutional Neural Networks. OECC/PSC 2022: 1-3 - 2021
- [c2]Lorenzo De Marinis, Giampiero Contestabile, Piero Castoldi, Nicola Andriolli:
A Silicon Nitride Reconfigurable Linear Optical Processor. OFC 2021: 1-3 - [c1]Francesco Paolucci, Lorenzo De Marinis, Piero Castoldi, Filippo Cugini:
Demonstration of P4 Neural Network Switch. OFC 2021: 1-3
2010 – 2019
- 2019
- [j1]Lorenzo De Marinis
Photonic Neural Networks: A Survey. IEEE Access 7: 175827-175841 (2019)
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