Maggiani, Luca
Maggiani, Luca
Accelerating Pooling Layers in Photonic Convolutional Neural Networks
2022-01-01 Paolini, E.; De Marinis, L.; Maggiani, L.; Andriolli, N.
Activation Stretching for Tackling Noise in Photonic Aware Neural Networks
2024-01-01 Paolini, E.; De Marinis, L.; Valcarenghi, L.; Maggiani, L.; Andriolli, N.
CHARLES: A C++ fixed-point library for Photonic-Aware Neural Networks
2023-01-01 Paolini, Emilio; De Marinis, Lorenzo; Maggiani, Luca; Cococcioni, Marco; Andriolli, Nicola
Comparative analysis of machine learning algorithms for the classification of underwater marine debris
2023-01-01 Jalil, Bushra; Maggiani, Luca; Valcarenghi, Luca
Convolutional Neural Networks and Transformers-Based Techniques for Underwater Marine Debris Classification: A Comparative Study
2024-01-01 Jalil, Bushra; Valcarenghi, Luca; Maggiani, Luca
Enabling Lightweight Federated Learning in NextG Wireless Networks
2024-01-01 Paolini, Emilio; Valcarenghi, Luca; Andriolli, Nicola; Maggiani, Luca; Esposito, Flavio
Hardware acceleration for Processing Function Virtualization
2021-01-01 Civerchia, F.; Sgambelluri, A.; Paolucci, F.; Maggiani, L.; Castoldi, P.; Cugini, F.
Industrial Internet of Things monitoring solution for advanced predictive maintenance applications
2017-01-01 Civerchia, Federico; Bocchino, Stefano; Salvadori, Claudio; Rossi, Enrico; Maggiani, Luca; Petracca, Matteo
Is OpenCL Driven Reconfigurable Hardware Suitable for Virtualising 5G Infrastructure?
2020-01-01 Civerchia, F.; Pelcat, M.; Maggiani, L.; Kondepu, K.; Castoldi, P.; Valcarenghi, L.
Lightweight error correction technique in industrial IEEE802.15.4 networks
2016-01-01 Civerchia, Federico; Rossi, E.; Maggiani, L.; Bocchino, S.; Salvadori, C.; Petracca, M.
Marine Litter Classification Through Multi-Camera System: Perception and Latency
2024-01-01 Jalil, Bushra; Valcarenghi, Luca; Maggiani, Luca
Multi-dimensional reconciliation encoder with quasi-cyclic LDPC codes on FPGA
2023-01-01 Origlia, M.; Andriolli, N.; Maggiani, L.; Castoldi, P.; Secondini, M.; Forestieri, E.; Rydberg, T.; Gehring, T.
Optimized Monitoring of Underwater Marine Waste Using Knowledge Distillation
2024-01-01 Jalil, Bushra; Valcarenghi, Luca; Maggiani, Luca
Photonic-accelerated AI for cybersecurity in sustainable 6G networks
2023-01-01 Paolini, Emilio; Valcarenghi, Luca; Maggiani, Luca; Andriolli, Nicola
Photonic-Aware Neural Network: a fixed-point emulation of photonic hardware
2022-01-01 Paolini, E.; De Marinis, L.; Cococcioni, M.; Valcarenghi, L.; Maggiani, L.; Andriolli, N.
Photonic-aware neural networks
2022-01-01 Paolini, Emilio; DE MARINIS, Lorenzo; Cococcioni, Marco; Valcarenghi, Luca; Maggiani, Luca; Andriolli, Nicola
Photonic-aware Neural Networks for Packet Classification in Beyond 5G Networks
2022-01-01 Paolini, Emilio; Civerchia, Federico; De Marinis, Lorenzo; Valcarenghi, Luca; Maggiani, Luca; Andriolli, Nicola
Photonic-aware Neural Networks for Packet Classification in URLLC scenarios
2022-01-01 Paolini, Emilio; Civerchia, Federico; De Marinis, Lorenzo; Valcarenghi, Luca; Maggiani, Luca; Andriolli, Nicola
Protecting NextG Military Networks with Convolutional Neural Networks
2023-01-01 Paolini, Emilio; Perotto, Gianluca; Valcarenghi, Luca; Civerchia, Federico; Maggiani, Luca; Andriolli, Nicola
Real-Time Clustering Based on Deep Embeddings for Threat Detection in 6G Networks
2023-01-01 Paolini, Emilio; Valcarenghi, Luca; Maggiani, Luca; Andriolli, Nicola
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Accelerating Pooling Layers in Photonic Convolutional Neural Networks | 1-gen-2022 | Paolini, E.; De Marinis, L.; Maggiani, L.; Andriolli, N. | |
| Activation Stretching for Tackling Noise in Photonic Aware Neural Networks | 1-gen-2024 | Paolini, E.; De Marinis, L.; Valcarenghi, L.; Maggiani, L.; Andriolli, N. | |
| CHARLES: A C++ fixed-point library for Photonic-Aware Neural Networks | 1-gen-2023 | Paolini, Emilio; De Marinis, Lorenzo; Maggiani, Luca; Cococcioni, Marco; Andriolli, Nicola | |
| Comparative analysis of machine learning algorithms for the classification of underwater marine debris | 1-gen-2023 | Jalil, Bushra; Maggiani, Luca; Valcarenghi, Luca | |
| Convolutional Neural Networks and Transformers-Based Techniques for Underwater Marine Debris Classification: A Comparative Study | 1-gen-2024 | Jalil, Bushra; Valcarenghi, Luca; Maggiani, Luca | |
| Enabling Lightweight Federated Learning in NextG Wireless Networks | 1-gen-2024 | Paolini, Emilio; Valcarenghi, Luca; Andriolli, Nicola; Maggiani, Luca; Esposito, Flavio | |
| Hardware acceleration for Processing Function Virtualization | 1-gen-2021 | Civerchia, F.; Sgambelluri, A.; Paolucci, F.; Maggiani, L.; Castoldi, P.; Cugini, F. | |
| Industrial Internet of Things monitoring solution for advanced predictive maintenance applications | 1-gen-2017 | Civerchia, Federico; Bocchino, Stefano; Salvadori, Claudio; Rossi, Enrico; Maggiani, Luca; Petracca, Matteo | |
| Is OpenCL Driven Reconfigurable Hardware Suitable for Virtualising 5G Infrastructure? | 1-gen-2020 | Civerchia, F.; Pelcat, M.; Maggiani, L.; Kondepu, K.; Castoldi, P.; Valcarenghi, L. | |
| Lightweight error correction technique in industrial IEEE802.15.4 networks | 1-gen-2016 | Civerchia, Federico; Rossi, E.; Maggiani, L.; Bocchino, S.; Salvadori, C.; Petracca, M. | |
| Marine Litter Classification Through Multi-Camera System: Perception and Latency | 1-gen-2024 | Jalil, Bushra; Valcarenghi, Luca; Maggiani, Luca | |
| Multi-dimensional reconciliation encoder with quasi-cyclic LDPC codes on FPGA | 1-gen-2023 | Origlia, M.; Andriolli, N.; Maggiani, L.; Castoldi, P.; Secondini, M.; Forestieri, E.; Rydberg, T.; Gehring, T. | |
| Optimized Monitoring of Underwater Marine Waste Using Knowledge Distillation | 1-gen-2024 | Jalil, Bushra; Valcarenghi, Luca; Maggiani, Luca | |
| Photonic-accelerated AI for cybersecurity in sustainable 6G networks | 1-gen-2023 | Paolini, Emilio; Valcarenghi, Luca; Maggiani, Luca; Andriolli, Nicola | |
| Photonic-Aware Neural Network: a fixed-point emulation of photonic hardware | 1-gen-2022 | Paolini, E.; De Marinis, L.; Cococcioni, M.; Valcarenghi, L.; Maggiani, L.; Andriolli, N. | |
| Photonic-aware neural networks | 1-gen-2022 | Paolini, Emilio; DE MARINIS, Lorenzo; Cococcioni, Marco; Valcarenghi, Luca; Maggiani, Luca; Andriolli, Nicola | |
| Photonic-aware Neural Networks for Packet Classification in Beyond 5G Networks | 1-gen-2022 | Paolini, Emilio; Civerchia, Federico; De Marinis, Lorenzo; Valcarenghi, Luca; Maggiani, Luca; Andriolli, Nicola | |
| Photonic-aware Neural Networks for Packet Classification in URLLC scenarios | 1-gen-2022 | Paolini, Emilio; Civerchia, Federico; De Marinis, Lorenzo; Valcarenghi, Luca; Maggiani, Luca; Andriolli, Nicola | |
| Protecting NextG Military Networks with Convolutional Neural Networks | 1-gen-2023 | Paolini, Emilio; Perotto, Gianluca; Valcarenghi, Luca; Civerchia, Federico; Maggiani, Luca; Andriolli, Nicola | |
| Real-Time Clustering Based on Deep Embeddings for Threat Detection in 6G Networks | 1-gen-2023 | Paolini, Emilio; Valcarenghi, Luca; Maggiani, Luca; Andriolli, Nicola |