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Emilio Paolini

Observed names: E. Paolini, PAOLINI, EMILIO, Paolini, Emilio
ORCID: 0000-0001-7486-9268
Observed ORCID: 0000-0001-7486-9268
OpenAlex ID: A5072597020
Photonic-aware neural networks
2022 · Emilio Paolini, Lorenzo De Marinis, et al. · Neural Computing and Applications · 37
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Real-Time Clustering Based on Deep Embeddings for Threat Detection in 6G Networks
2023 · Emilio Paolini, Luca Valcarenghi, et al. · IEEE Access · 26
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Real-Time Network Packet Classification Exploiting Computer Vision Architectures
2024 · Emilio Paolini, Luca Valcarenghi, et al. · IEEE Open Journal of the Communications Society · 23
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In-Line Any-Depth Deep Neural Networks Using P4 Switches
2024 · Emilio Paolini, Lorenzo de Marinis, et al. · IEEE Open Journal of the Communications Society · 10
Silicon integrated photonic-electronic neuron for noise-resilient deep learning
2024 · Ioannis Roumpos, Lorenzo De Marinis, et al. · Optics Express · 7
Cascaded Look Up Table Distillation of P4 Deep Neural Network Switches
2023 · Lorenzo De Marinis, Emilio Paolini, et al. · Globecom · 6
Flecto: Cross-Layer Adaptive Congestion Control with Reinforcement Learning
2025 · Cristiano Serra, Emilio Paolini, et al. · IEEE International Conference on High Performance Switching and Routing (HPSR) · 4
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Validation of Photonic Neural Networks in Health Scenarios
2023 · E. Paolini, L. De Marinis, et al. · 4
Photonic-aware Neural Networks for Packet Classification in Beyond 5G Networks
2022 · Emilio Paolini, Federico Civerchia, et al. · International Conference on Network of the Future (NoF) · 4
Enabling PUF-based Authentication in QKD Networks
2025 · S. Tahir, S. Civelli, et al. · International Conference on Transparent Optical Networks · 3
Generalized quantum-assisted digital signature service in an SDN-controlled quantum-integrated optical network
2024 · Alessio Giorgetti, Nicola Andriolli, et al. · Journal of Optical Communications and Networking · 3
Efficient Distributed Learning Over Lossy Wireless Networks
2024 · Emilio Paolini, Andrea Pinto, et al. · International Conference on Network and Service Management (CNSM) · 3
Integrating QKD and classical optical networks: an SDN control approach
2023 · E. Paolini, N. Andriolli, et al. · IET conference proceedings. · 3
CHARLES: A C++ fixed-point library for Photonic-Aware Neural Networks
2023 · Emilio Paolini, Lorenzo De Marinis, et al. · Neural Networks · 3
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Leveraging Lithium Niobate on Insulator Technology for Photonic Analog Computing
2022 · Lorenzo De Marinis, Emilio Paolini, et al. · Italian Conference on Optics and Photonics (ICOP) · 3
From packets to predictions on GPU: Accelerated graph-based intrusion detection system
2025 · Ahmed Salah Tawfik Ibrahim, Emilio Paolini, et al. · Computer Networks · 2
A Programmable 5G DU-RU SmartNIC based on MPSoC FPGA
2024 · Abdelghani Bourenane, Emilio Paolini, et al. · IEEE International Conference on High Performance Switching and Routing (HPSR) · 2
Software-defined control of integrated QKD and classical optical networks
2024 · N. Andriolli, E. Paolini, et al. · International Conference on Transparent Optical Networks · 2
Enabling Lightweight Federated Learning in NextG Wireless Networks
2024 · Emilio Paolini, Luca Valcarenghi, et al. · IEEE International Conference on Network Softwarization (NetSoft) · 2
Activation Stretching for Tackling Noise in Photonic Aware Neural Networks
2024 · E. Paolini, L. De Marinis, et al. · Optical Fiber Communication Conference · 2
Photonic-Aware Neural Network: a fixed-point emulation of photonic hardware
2022 · E. Paolini, L. De Marinis, et al. · OptoElectronics and Communications Conference and International Conference on Photonics in Switching and Computing (OECC/PSC) · 2
Noise-resilient photonic neural networks through adaptive quantization
2026 · Emilio Paolini, Lorenzo De Marinis, et al. · Neural Computing and Applications · 1
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Reducing the Energy Footprint of 5G: A gNB on MPSoC With Low-Power FFT Acceleration
2026 · Abdelghani Bourenane, Emilio Paolini, et al. · IEEE Open Journal of the Communications Society · 1
Programmable In-Network Aggregation for Communication-Aware Federated Learning in 5G RANs
2026 · Emilio Paolini, Andrea Pinto, et al. · IEEE Transactions on Network and Service Management · 1
Confidentiality-preserving real-time localization of soft failures in optical networks based on PCA and MLaaS
2025 · Azarm Yeganehfallah, Andrea Sgambelluri, et al. · Journal of Optical Communications and Networking · 1
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Works count: 66
Citation count: 161
H-index: 6
I10-index: 4
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