Photonic-aware Neural Networks for Packet Classification in URLLC scenarios. - Emilio Paolini; Federico Civerchia; Lorenzo De Marinis; Luca Valcarenghi; Luca Maggiani; Nicola Andriolli (HPSR, 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 (NoF, 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 (OECC/PSC, 2022)

Accelerating Pooling Layers in Photonic Convolutional Neural Networks. - Emilio Paolini; Lorenzo De Marinis; Luca Maggiani; Nicola Andriolli (OECC/PSC, 2022)

Photonic-aware neural networks. - Emilio Paolini; Lorenzo De Marinis; Marco Cococcioni; Luca Valcarenghi; Luca Maggiani; Nicola Andriolli (Neural Comput. Appl., 2022)

Photonic-accelerated AI for cybersecurity in sustainable 6G networks. - Emilio Paolini; Luca Valcarenghi; Luca Maggiani; Nicola Andriolli (EuCNC/6G Summit, 2023)

Cascaded Look Up Table Distillation of P4 Deep Neural Network Switches. - Lorenzo De Marinis; Emilio Paolini; Rana Abu Bakar; Filippo Cugini; Francesco Paolucci (GLOBECOM, 2023)

A Flexible Forecasting Platform Enabling Zero Touch Networking and Digital Twinning. - Luca Valcarenghi; Piero Castoldi; Andrea Sgambelluri; Emilio Paolini; Alessandro Pacini (ICTON, 2023)

Validation of Photonic Neural Networks in Health Scenarios. - Emilio Paolini; Lorenzo De Marinis; Giampiero Contestabile; S. Gupta; Luca Maggiani; Nicola Andriolli (PSC, 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)

CHARLES: A C++ fixed-point library for Photonic-Aware Neural Networks. - Emilio Paolini; Lorenzo De Marinis; Luca Maggiani; Marco Cococcioni; Nicola Andriolli (Neural Networks, 2023)

Efficient Distributed Learning Over Lossy Wireless Networks. - Emilio Paolini; Andrea Pinto; Luca Valcarenghi; Nicola Andriolli; Luca Maggiani; Flavio Esposito (CNSM, 2024)

A Programmable 5G DU-RU SmartNIC based on MPSoC FPGA. - Abdelghani Bourenane; Emilio Paolini; Nicola Andriolli; Luca Valcarenghi (HPSR, 2024)

Software-defined control of integrated QKD and classical optical networks. - Nicola Andriolli; Emilio Paolini; Marco Brunero; Paolo Martelli; Alberto Gatto 001; Marco Ferrari 001; Alessio Giorgetti (ICTON, 2024)

Quantum-assisted digital signature: a new service for future quantum-integrated optical networks. - Gennaro Davide Paduanelli; Marco Ferrari 001; Alessio Giorgetti; Nicola Andriolli; Elisabetta Storelli; Antonino Cacicia; Rudi Paolo Paganelli; Alberto Tarable; Emilio Paolini; Giada Sajeva; Marco Brunero; Alessandro Gagliano; et al. (ICTON, 2024)

Enabling Lightweight Federated Learning in NextG Wireless Networks. - Emilio Paolini; Luca Valcarenghi; Nicola Andriolli; Luca Maggiani; Flavio Esposito (NetSoft, 2024)

Hierarchical Software-Defined Control for coordinated RAN and PON-based Transport Scaling. - Alessandro Pacini; Andrea Sgambelluri; Carlo Centofanti; Andrea Marotta; Emilio Paolini; Alessio Giorgetti; Luca Valcarenghi (NOMS, 2024)

Quantum-Assisted Digital Signature in an SDN-controlled Optical Network. - Alessio Giorgetti; Nicola Andriolli; Elisabetta Storelli; Marco Ferrari 001; Gennaro Davide Paduanelli; Antonino Cacicia; Rudi Paolo Paganelli; Alberto Tarable; Emilio Paolini; Giada Sajeva; Marco Brunero; Alessandro Gagliano; et al. (OFC, 2024)

Activation Stretching for Tackling Noise in Photonic Aware Neural Networks. - Emilio Paolini; Lorenzo De Marinis; Luca Valcarenghi; Luca Maggiani; Nicola Andriolli (OFC, 2024)

In-Line Any-Depth Deep Neural Networks Using P4 Switches. - Emilio Paolini; Lorenzo De Marinis; Davide Scano; Francesco Paolucci (IEEE Open J. Commun. Soc., 2024)

Real-Time Network Packet Classification Exploiting Computer Vision Architectures. - Emilio Paolini; Luca Valcarenghi; Luca Maggiani; Nicola Andriolli (IEEE Open J. Commun. Soc., 2024)

Flecto: Cross-Layer Adaptive Congestion Control with Reinforcement Learning. - Cristiano Serra; Emilio Paolini; Roger Immich; Alessio Sacco; Guido Marchetto; Flavio Esposito (HPSR, 2025)

Generalized quantum-assisted digital signature service in an SDN-controlled quantum-integrated optical network. - Alessio Giorgetti; Nicola Andriolli; Marco Ferrari 001; Elisabetta Storelli; Gennaro Davide Paduanelli; Antonino Cacicia; Rudi Paolo Paganelli; Alberto Tarable; Emilio Paolini; Giada Sajeva; Marco Brunero; Alessandro Gagliano; et al. (J. Opt. Commun. Netw., 2025)