Luca Maggiani

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 27

Top Topics

Reconfigurable Hardware

Foreground Detection

Top Venues

IEEE Signal Process. Lett.

Publications

Emilio Paolini, Luca Valcarenghi, Nicola Andriolli, Luca Maggiani, Flavio Esposito
Enabling Lightweight Federated Learning in NextG Wireless Networks. NetSoft (2024)
Emilio Paolini, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
Real-Time Network Packet Classification Exploiting Computer Vision Architectures. IEEE Open J. Commun. Soc. 5 (2024)
Emilio Paolini, Lorenzo De Marinis, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
Activation Stretching for Tackling Noise in Photonic Aware Neural Networks. OFC (2024)
Emilio Paolini, Lorenzo De Marinis, Giampiero Contestabile, S. Gupta, Luca Maggiani, Nicola Andriolli
Validation of Photonic Neural Networks in Health Scenarios. PSC (2023)
Emilio Paolini, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
Photonic-accelerated AI for cybersecurity in sustainable 6G networks. EuCNC/6G Summit (2023)
Emilio Paolini, Lorenzo De Marinis, Luca Maggiani, Marco Cococcioni, Nicola Andriolli
CHARLES: A C++ fixed-point library for Photonic-Aware Neural Networks. Neural Networks 162 (2023)
M. Origlia, Nicola Andriolli, Luca Maggiani, Piero Castoldi, Marco Secondini, Enrico Forestieri, T. Rydberg, T. Gehring
Multi-dimensional reconciliation encoder with quasi-cyclic LDPC codes on FPGA. ICTON (2023)
Emilio Paolini, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
Real-Time Clustering Based on Deep Embeddings for Threat Detection in 6G Networks. IEEE Access 11 (2023)
François Berry, Luca Maggiani, Ricardo Carmona-Galán
Special Issue on Embedded Vision Architectures for Machine Learning. J. Signal Process. Syst. 94 (3) (2022)
Emilio Paolini, Lorenzo De Marinis, Marco Cococcioni, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
Photonic-Aware Neural Network: a fixed-point emulation of photonic hardware. OECC/PSC (2022)
Emilio Paolini, Lorenzo De Marinis, Luca Maggiani, Nicola Andriolli
Accelerating Pooling Layers in Photonic Convolutional Neural Networks. OECC/PSC (2022)
Emilio Paolini, Federico Civerchia, Lorenzo De Marinis, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
Photonic-aware Neural Networks for Packet Classification in Beyond 5G Networks. NoF (2022)
Emilio Paolini, Federico Civerchia, Lorenzo De Marinis, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
Photonic-aware Neural Networks for Packet Classification in URLLC scenarios. HPSR (2022)
Emilio Paolini, Lorenzo De Marinis, Marco Cococcioni, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
Photonic-aware neural networks. Neural Comput. Appl. 34 (18) (2022)
Federico Civerchia, Andrea Sgambelluri, Francesco Paolucci, Luca Maggiani, Piero Castoldi, Filippo Cugini
Hardware acceleration for Processing Function Virtualization. MeditCom (2021)
Federico Civerchia, Maxime Pelcat, Luca Maggiani, Koteswararao Kondepu, Piero Castoldi, Luca Valcarenghi
Is OpenCL Driven Reconfigurable Hardware Suitable for Virtualising 5G Infrastructure? IEEE Trans. Netw. Serv. Manag. 17 (2) (2020)
Luca Maggiani, Cédric Bourrasset, Jean-Charles Quinton, François Berry, Jocelyn Sérot
Bio-inspired heterogeneous architecture for real-time pedestrian detection applications. J. Real Time Image Process. 14 (3) (2018)
Maxime Pelcat, Alexandre Mercat, Karol Desnos, Luca Maggiani, Yanzhou Liu, Julien Heulot, Jean-François Nezan, Wassim Hamidouche, Daniel Ménard, Shuvra S. Bhattacharyya
Reproducible Evaluation of System Efficiency With a Model of Architecture: From Theory to Practice. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (10) (2018)
Federico Civerchia, Stefano Bocchino, Claudio Salvadori, Enrico Rossi, Luca Maggiani, Matteo Petracca
Industrial Internet of Things monitoring solution for advanced predictive maintenance applications. J. Ind. Inf. Integr. 7 (2017)
Francesco Marino, Luca Maggiani, Laura Nao, Paolo Pagano, Matteo Petracca
Towards softwarization in the IoT: Integration and evaluation of t-res in the oneM2M architecture. NetSoft (2017)
Lobna Ben Khelifa, Luca Maggiani, Jean-Charles Quinton, François Berry
Ant-Cams Network: a cooperative network model for silly cameras. ICDSC (2016)
Cédric Bourrasset, Luca Maggiani, Jocelyn Sérot, François Berry
Dataflow object detection system for FPGA-based smart camera. IET Circuits Devices Syst. 10 (4) (2016)
Federico Civerchia, Enrico Rossi, Luca Maggiani, Stefano Bocchino, Claudio Salvadori, Matteo Petracca
Lightweight error correction technique in industrial IEEE802.15.4 networks. IECON (2016)
Lobna Ben Khelifa, Luca Maggiani, Ayoub ElHazzaz, Jean-Charles Quinton, François Berry
Ant-Cam network: Demo. ICDSC (2016)
Maxime Pelcat, Cédric Bourrasset, Luca Maggiani, François Berry
Design productivity of a high level synthesis compiler versus HDL. SAMOS (2016)
Luca Maggiani, Lobna Ben Khelifa, Jean-Charles Quinton, Matteo Petracca, Paolo Pagano, François Berry
Distributed coordination model for smart sensing applications. ICDSC (2016)
Maxime Pelcat, Karol Desnos, Luca Maggiani, Yanzhou Liu, Julien Heulot, Jean-François Nezan, Shuvra S. Bhattacharyya
Models of Architecture: Reproducible Efficiency Evaluation for Signal Processing Systems. SiPS (2016)
Luca Maggiani, Cédric Bourrasset, François Berry, Jocelyn Sérot, Matteo Petracca, Claudio Salvadori
Parallel image gradient extraction core for FPGA-based smart cameras. ICDSC (2015)
Luca Maggiani, Cédric Bourrasset, Matteo Petracca, François Berry, Paolo Pagano, Claudio Salvadori
HOG-Dot: A Parallel Kernel-Based Gradient Extraction for Embedded Image Processing. IEEE Signal Process. Lett. 22 (11) (2015)
Luca Maggiani, Claudio Salvadori, Matteo Petracca, Paolo Pagano, Roberto Saletti
Reconfigurable architecture for computing histograms in real-time tailored to FPGA-based smart camera. ISIE (2014)
Cédric Bourrasset, Luca Maggiani, Jocelyn Sérot, François Berry, Paolo Pagano
Distributed FPGA-based smart camera architecture for computer vision applications. ICDSC (2013)
Luca Maggiani, Claudio Salvadori, Matteo Petracca, Paolo Pagano, Roberto Saletti
Reconfigurable FPGA architecture for computer vision applications in Smart Camera Networks. ICDSC (2013)
Cédric Bourrasset, Luca Maggiani, Jocelyn Sérot, François Berry, Paolo Pagano
DreamCAM: A FPGA-based platform for smart camera networks. ICDSC (2013)