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Emilio Paolini
Emilio Paolini
PhD Student, Scuola Superiore Sant'Anna
Verified email at santannapisa.it
Title
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Cited by
Year
Photonic-aware neural networks
E Paolini, L De Marinis, M Cococcioni, L Valcarenghi, L Maggiani, ...
Neural Computing and Applications 34 (18), 15589-15601, 2022
222022
Real-time clustering based on deep embeddings for threat detection in 6G networks
E Paolini, L Valcarenghi, L Maggiani, N Andriolli
IEEE Access, 2023
42023
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
22022
Protecting NextG Military Networks with Convolutional Neural Networks
E Paolini, G Perotto, L Valcarenghi, F Civerchia, L Maggiani, N Andriolli
2023 IEEE International Workshop on Technologies for Defense and Security …, 2023
12023
CHARLES: A C++ fixed-point library for Photonic-Aware Neural Networks
E Paolini, L De Marinis, L Maggiani, M Cococcioni, N Andriolli
Neural Networks 162, 531-540, 2023
12023
Photonic-aware Neural Networks for Packet Classification in Beyond 5G Networks
E Paolini, F Civerchia, L De Marinis, L Valcarenghi, L Maggiani, ...
2022 13th International Conference on Network of the Future (NoF), 1-5, 2022
12022
Accelerating Pooling Layers in Photonic Convolutional Neural Networks
AN Paolini Emilio, De Marinis Lorenzo, Maggiani Luca
2022 27th OptoElectronics and Communications Conference (OECC) and 2022 …, 2022
1*2022
Real-Time Network Packet Classification Exploiting Computer Vision Architectures
E Paolini, L Valcarenghi, L Maggiani, N Andriolli
IEEE Open Journal of the Communications Society, 2024
2024
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
2023
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
2023
A Flexible Forecasting Platform Enabling Zero Touch Networking and Digital Twinning
L Valcarenghi, P Castoldi, A Sgambelluri, E Paolini, A Pacini
2023 23rd International Conference on Transparent Optical Networks (ICTON), 1-4, 2023
2023
Photonic-accelerated AI for cybersecurity in sustainable 6G networks
E Paolini, L Valcarenghi, L Maggiani, N Andriolli
2023 Joint European Conference on Networks and Communications & 6G Summit …, 2023
2023
Photonic-aware Neural Networks for Packet Classification in URLLC scenarios
E Paolini, F Civerchia, L De Marinis, L Valcarenghi, L Maggiani, ...
2022 IEEE 23rd International Conference on High Performance Switching and …, 2022
2022
Exploiting Forecasting for Automatic Network Service Operations in Digital Twin Applications
S Andrea, B Jorge, G Milan, T Konstantin, K Denys, P Emilio, Z Lanfranco, ...
IEEE SECON 2022, 2022
2022
Photonic-Aware Neural Network: a fixed-point emulation of photonic hardware
E Paolini, L De Marinis, M Cococcioni, L Valcarenghi, L Maggiani, ...
2022
Development of a Fixed-Point Deep Neural Networks Library in C++ and its use to validate Photonic Neuromorphic Accelerators
E PAOLINI
2021
Integrating QKD and classical optical networks: an SDN control approach
E Paolini, N Andriolli, M Brunero, P Martelli, A Gatto, M Ferrari, A Giorgetti
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Articles 1–17