Luca Maggiani

According to our database, Luca Maggiani authored at least 32 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Real-Time Network Packet Classification Exploiting Computer Vision Architectures.

Emilio Paolini, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli

IEEE Open J. Commun. Soc., 2024

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, May, 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

Validation of Photonic Neural Networks in Health Scenarios.

Emilio Paolini, Lorenzo De Marinis, Giampiero Contestabile, S. Gupta, Luca Maggiani, Nicola Andriolli

Proceedings of the International Conference on Photonics in Switching and Computing, 2023

Multi-dimensional reconciliation encoder with quasi-cyclic LDPC codes on FPGA.

Marco Origlia, Nicola Andriolli, Luca Maggiani, Piero Castoldi, Marco Secondini, Enrico Forestieri, T. Rydberg, T. Gehring

Proceedings of the 23rd International Conference on Transparent Optical Networks, 2023

Photonic-accelerated AI for cybersecurity in sustainable 6G networks.

Emilio Paolini, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli

Proceedings of the 2023 Joint European Conference on Networks and Communications & 6G Summit, 2023

2022

Special Issue on Embedded Vision Architectures for Machine Learning.

François Berry, Luca Maggiani, Ricardo Carmona-Galán

J. Signal Process. Syst., 2022

Photonic-aware neural networks.

Emilio Paolini, Lorenzo De Marinis, Marco Cococcioni, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli

Neural Comput. Appl., 2022

Accelerating Pooling Layers in Photonic Convolutional Neural Networks.

Emilio Paolini, Lorenzo De Marinis, Luca Maggiani, Nicola Andriolli

Proceedings of the 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), 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

Proceedings of the 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), 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

Proceedings of the 13th International Conference on Network of the Future, 2022

Photonic-aware Neural Networks for Packet Classification in URLLC scenarios.

Emilio Paolini, Federico Civerchia, Lorenzo De Marinis, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli

Proceedings of the 23rd IEEE International Conference on High Performance Switching and Routing, 2022

2021

Hardware acceleration for Processing Function Virtualization.

Federico Civerchia, Andrea Sgambelluri, Francesco Paolucci, Luca Maggiani, Piero Castoldi, Filippo Cugini

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2021

2020

Is OpenCL Driven Reconfigurable Hardware Suitable for Virtualising 5G Infrastructure?

Federico Civerchia, Maxime Pelcat, Luca Maggiani, Koteswararao Kondepu, Piero Castoldi, Luca Valcarenghi

IEEE Trans. Netw. Serv. Manag., 2020

2018

Reproducible Evaluation of System Efficiency With a Model of Architecture: From Theory to Practice.

Maxime Pelcat, Alexandre Mercat, Karol Desnos, Luca Maggiani, Yanzhou Liu, Julien Heulot, Jean-François Nezan, Wassim Hamidouche, Daniel Ménard, Shuvra S. Bhattacharyya

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018

Bio-inspired heterogeneous architecture for real-time pedestrian detection applications.

Luca Maggiani, Cédric Bourrasset, Jean-Charles Quinton, François Berry, Jocelyn Sérot

J. Real Time Image Process., 2018

2017

Progettazione di un nodo di calcolo embedded per reti di "smart cameras".

Luca Maggiani

PhD thesis, 2017

Industrial Internet of Things monitoring solution for advanced predictive maintenance applications.

Federico Civerchia, Stefano Bocchino, Claudio Salvadori, Enrico Rossi, Luca Maggiani, Matteo Petracca

J. Ind. Inf. Integr., 2017

Towards softwarization in the IoT: Integration and evaluation of t-res in the oneM2M architecture.

Francesco Marino, Luca Maggiani, Laura Nao, Paolo Pagano, Matteo Petracca

Proceedings of the 2017 IEEE Conference on Network Softwarization, 2017

2016

Dataflow object detection system for FPGA-based smart camera.

Cédric Bourrasset, Luca Maggiani, Jocelyn Sérot, François Berry

IET Circuits Devices Syst., 2016

Models of Architecture: Reproducible Efficiency Evaluation for Signal Processing Systems.

Maxime Pelcat, Karol Desnos, Luca Maggiani, Yanzhou Liu, Julien Heulot, Jean-François Nezan, Shuvra S. Bhattacharyya

Proceedings of the 2016 IEEE International Workshop on Signal Processing Systems, 2016

Design productivity of a high level synthesis compiler versus HDL.

Maxime Pelcat, Cédric Bourrasset, Luca Maggiani, François Berry

Proceedings of the International Conference on Embedded Computer Systems: Architectures, 2016

Lightweight error correction technique in industrial IEEE802.15.4 networks.

Federico Civerchia, Enrico Rossi, Luca Maggiani, Stefano Bocchino, Claudio Salvadori, Matteo Petracca

Proceedings of the IECON 2016, 2016

Distributed coordination model for smart sensing applications.

Luca Maggiani, Lobna Ben Khelifa, Jean-Charles Quinton, Matteo Petracca, Paolo Pagano, François Berry

Proceedings of the 10th International Conference on Distributed Smart Camera, 2016

Ant-Cams Network: a cooperative network model for silly cameras.

Lobna Ben Khelifa, Luca Maggiani, Jean-Charles Quinton, François Berry

Proceedings of the 10th International Conference on Distributed Smart Camera, 2016

Ant-Cam network: Demo.

Lobna Ben Khelifa, Luca Maggiani, Ayoub ElHazzaz, Jean-Charles Quinton, François Berry

Proceedings of the 10th International Conference on Distributed Smart Camera, 2016

2015

HOG-Dot: A Parallel Kernel-Based Gradient Extraction for Embedded Image Processing.

Luca Maggiani, Cédric Bourrasset, Matteo Petracca, François Berry, Paolo Pagano, Claudio Salvadori

IEEE Signal Process. Lett., 2015

Parallel image gradient extraction core for FPGA-based smart cameras.

Luca Maggiani, Cédric Bourrasset, François Berry, Jocelyn Sérot, Matteo Petracca, Claudio Salvadori

Proceedings of the 9th International Conference on Distributed Smart Camera, 2015

2014

Reconfigurable architecture for computing histograms in real-time tailored to FPGA-based smart camera.

Luca Maggiani, Claudio Salvadori, Matteo Petracca, Paolo Pagano, Roberto Saletti

Proceedings of the 23rd IEEE International Symposium on Industrial Electronics, 2014

2013

Reconfigurable FPGA architecture for computer vision applications in Smart Camera Networks.

Luca Maggiani, Claudio Salvadori, Matteo Petracca, Paolo Pagano, Roberto Saletti

Proceedings of the Seventh International Conference on Distributed Smart Cameras, 2013

Distributed FPGA-based smart camera architecture for computer vision applications.

Cédric Bourrasset, Luca Maggiani, Jocelyn Sérot, François Berry, Paolo Pagano

Proceedings of the Seventh International Conference on Distributed Smart Cameras, 2013

DreamCAM: A FPGA-based platform for smart camera networks.

Cédric Bourrasset, Luca Maggiani, Jocelyn Sérot, François Berry, Paolo Pagano

Proceedings of the Seventh International Conference on Distributed Smart Cameras, 2013