Emilio Paolini

According to our database, Emilio Paolini authored at least 12 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Real-Time Network Packet Classification Exploiting Computer Vision Architectures.

Emilio Paolini, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli

IEEE Open J. Commun. Soc., 2024

2023

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

Emilio Paolini, Lorenzo De Marinis, Luca Maggiani, Marco Cococcioni, Nicola Andriolli

Neural Networks, May, 2023

Real-Time Clustering Based on Deep Embeddings for Threat Detection in 6G Networks.

Emilio Paolini, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli

IEEE Access, 2023

Validation of Photonic Neural Networks in Health Scenarios.

Emilio Paolini, Lorenzo De Marinis, Giampiero Contestabile, S. Gupta, Luca Maggiani, Nicola Andriolli

Proceedings of the International Conference on Photonics in Switching and Computing, 2023

A Flexible Forecasting Platform Enabling Zero Touch Networking and Digital Twinning.

Luca Valcarenghi, Piero Castoldi, Andrea Sgambelluri, Emilio Paolini, Alessandro Pacini

Proceedings of the 23rd International Conference on Transparent Optical Networks, 2023

Cascaded Look Up Table Distillation of P4 Deep Neural Network Switches.

Lorenzo De Marinis, Emilio Paolini, Rana Abu Bakar, Filippo Cugini, Francesco Paolucci

Proceedings of the IEEE Global Communications Conference, 2023

Photonic-accelerated AI for cybersecurity in sustainable 6G networks.

Emilio Paolini, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli

Proceedings of the 2023 Joint European Conference on Networks and Communications & 6G Summit, 2023

2022

Photonic-aware neural networks.

Emilio Paolini, Lorenzo De Marinis, Marco Cococcioni, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli

Neural Comput. Appl., 2022

Accelerating Pooling Layers in Photonic Convolutional Neural Networks.

Emilio Paolini, Lorenzo De Marinis, Luca Maggiani, Nicola Andriolli

Proceedings of the 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), 2022

Photonic-Aware Neural Network: a fixed-point emulation of photonic hardware.

Emilio Paolini, Lorenzo De Marinis, Marco Cococcioni, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli

Proceedings of the 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), 2022

Photonic-aware Neural Networks for Packet Classification in Beyond 5G Networks.

Emilio Paolini, Federico Civerchia, Lorenzo De Marinis, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli

Proceedings of the 13th International Conference on Network of the Future, 2022

Photonic-aware Neural Networks for Packet Classification in URLLC scenarios.

Emilio Paolini, Federico Civerchia, Lorenzo De Marinis, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli

Proceedings of the 23rd IEEE International Conference on High Performance Switching and Routing, 2022