Lorenzo De Marinis

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 23

Top Topics

Fermentation Process

Random Number Generator

Dependent Features

Top Venues

Publications

Emilio Paolini, Lorenzo De Marinis, Davide Scano, Francesco Paolucci
In-Line Any-Depth Deep Neural Networks Using P4 Switches. IEEE Open J. Commun. Soc. 5 (2024)
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 (2024)
Nicola Sambo, Filippo Cugini, Lorenzo De Marinis, Piero Castoldi
Solutions to Increase Energy Efficiency of Optical Networks. OFC (2024)
Emilio Paolini, Lorenzo De Marinis, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
Activation Stretching for Tackling Noise in Photonic Aware Neural Networks. OFC (2024)
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)
Emilio Paolini, Lorenzo De Marinis, Giampiero Contestabile, S. Gupta, Luca Maggiani, Nicola Andriolli
Validation of Photonic Neural Networks in Health Scenarios. PSC (2023)
Piercosma Bisconti, Davide Orsitto, Federica Fedorczyk, Fabio Brau, Marianna Capasso, Lorenzo De Marinis, Hüseyin Eken, Federica Merenda, Mirko Forti, Marco Pacini, Claudia Schettini
Maximizing team synergy in AI-related interdisciplinary groups: an interdisciplinary-by-design iterative methodology. AI Soc. 38 (4) (2023)
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)
Lorenzo De Marinis, P. S. Kincaid, Giampiero Contestabile, S. Gupta, Nicola Andriolli
Graphene-Based Photonic-Electronic Multiply-Accumulate Neurons. PSC (2023)
Emilio Paolini, Lorenzo De Marinis, Luca Maggiani, Marco Cococcioni, Nicola Andriolli
CHARLES: A C++ fixed-point library for Photonic-Aware Neural Networks. Neural Networks 162 (2023)
Luca Barsellotti, Lorenzo De Marinis, Filippo Cugini, Francesco Paolucci
FTG-Net: Hierarchical Flow-to-Traffic Graph Neural Network for DDoS Attack Detection. HPSR (2023)
P. S. Kincaid, Lorenzo De Marinis, A. Montanaro, A. Santamato, Nicola Andriolli, Giampiero Contestabile
Source Device Independent Quantum Random Number Generator with Integrated InP Photonics. PSC (2023)
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)
Emilio Paolini, Lorenzo De Marinis, Luca Maggiani, Nicola Andriolli
Accelerating Pooling Layers in Photonic Convolutional Neural Networks. OECC/PSC (2022)
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)
Lareb Zar Khan, João Pedro, Nelson Costa, Lorenzo De Marinis, Antonio Napoli, Nicola Sambo
Data augmentation to improve performance of neural networks for failure management in optical networks. JOCN 15 (1) (2022)
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)
Emilio Paolini, Lorenzo De Marinis, Marco Cococcioni, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
Photonic-aware neural networks. Neural Comput. Appl. 34 (18) (2022)
Filippo Cugini, Davide Scano, Alessio Giorgetti, Andrea Sgambelluri, Lorenzo De Marinis, Piero Castoldi, Francesco Paolucci
Telemetry and AI-based security P4 applications for optical networks [Invited]. JOCN 15 (1) (2022)
Lorenzo De Marinis, Giampiero Contestabile, Nicola Andriolli
A Lithium Niobate on Insulator Based Photonic Neural Network. OECC/PSC (2022)
Lorenzo De Marinis, Giampiero Contestabile, Piero Castoldi, Nicola Andriolli
A Silicon Nitride Reconfigurable Linear Optical Processor. OFC (2021)
Francesco Paolucci, Lorenzo De Marinis, Piero Castoldi, Filippo Cugini
Demonstration of P4 Neural Network Switch. OFC (2021)
Lorenzo De Marinis, Marco Cococcioni, Piero Castoldi, Nicola Andriolli
Photonic Neural Networks: A Survey. IEEE Access 7 (2019)