Luca Maggiani

37 papers B 3C 2Misc 1Journal 12Unranked 18
YearRankTypeTitle / Venue / Authors
2024 — conf
Activation Stretching for Tackling Noise in Photonic Aware Neural Networks.
OFC
Emilio Paolini, Lorenzo De Marinis, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
2024 — conf
Automatic Prediction of Upper Limb Motor Recovery in Stroke Patients Undergoing Robotic Therapy.
BioRob
Luigi Privitera, Michael Lassi, Stefania Dalise, Valentina Azzolini, Fulvio Vercillo, Luca Maggiani, Alberto Mazzoni, Carmelo Chisari, Silvestro Micera, Andrea Bandini
2024 B conf
Efficient Distributed Learning Over Lossy Wireless Networks.
CNSM
Emilio Paolini, Andrea Pinto, Luca Valcarenghi, Nicola Andriolli, Luca Maggiani, Flavio Esposito
2024 B conf
Enabling Lightweight Federated Learning in NextG Wireless Networks.
NetSoft
Emilio Paolini, Luca Valcarenghi, Nicola Andriolli, Luca Maggiani, Flavio Esposito
2024 J jnl
Real-Time Network Packet Classification Exploiting Computer Vision Architectures.
IEEE Open J. Commun. Soc.
Emilio Paolini, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
2024 J jnl
Restoration of grasping in an upper limb amputee using the myokinetic prosthesis with implanted magnets.
Sci. Robotics
Marta Gherardini, Valerio Ianniciello, Federico Masiero, Flavia Paggetti, Daniele D'Accolti, Eliana La Frazia, Olimpia Mani, Stefania Dalise, Katarina Dejanovic, Noemi Fragapane, Luca Maggiani, Edoardo Ipponi, Marco Controzzi, Manuela Nicastro, Carmelo Chisari, Lorenzo Andreani, Christian Cipriani
2023 J jnl
CHARLES: A C++ fixed-point library for Photonic-Aware Neural Networks.
Neural Networks
Emilio Paolini, Lorenzo De Marinis, Luca Maggiani, Marco Cococcioni, Nicola Andriolli
2023 — conf
Multi-dimensional reconciliation encoder with quasi-cyclic LDPC codes on FPGA.
ICTON
Marco Origlia, Nicola Andriolli, Luca Maggiani, Piero Castoldi, Marco Secondini, Enrico Forestieri, Tobias Rydberg, Tobias Gehring
2023 — conf
Photonic-accelerated AI for cybersecurity in sustainable 6G networks.
EuCNC/6G Summit
Emilio Paolini, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
2023 J jnl
Real-Time Clustering Based on Deep Embeddings for Threat Detection in 6G Networks.
IEEE Access
Emilio Paolini, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
2023 Misc conf
Validation of Photonic Neural Networks in Health Scenarios.
PSC
Emilio Paolini, Lorenzo De Marinis, Giampiero Contestabile, S. Gupta, Luca Maggiani, Nicola Andriolli
2022 — conf
Accelerating Pooling Layers in Photonic Convolutional Neural Networks.
OECC/PSC
Emilio Paolini, Lorenzo De Marinis, Luca Maggiani, Nicola Andriolli
2022 — conf
Photonic-Aware Neural Network: a fixed-point emulation of photonic hardware.
OECC/PSC
Emilio Paolini, Lorenzo De Marinis, Marco Cococcioni, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
2022 — conf
Photonic-aware Neural Networks for Packet Classification in Beyond 5G Networks.
NoF
Emilio Paolini, Federico Civerchia, Lorenzo De Marinis, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
2022 C conf
Photonic-aware Neural Networks for Packet Classification in URLLC scenarios.
HPSR
Emilio Paolini, Federico Civerchia, Lorenzo De Marinis, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
2022 J jnl
Photonic-aware neural networks.
Neural Comput. Appl.
Emilio Paolini, Lorenzo De Marinis, Marco Cococcioni, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
2022 J jnl
Special Issue on Embedded Vision Architectures for Machine Learning.
J. Signal Process. Syst.
François Berry, Luca Maggiani, Ricardo Carmona-Galán
2021 — conf
Hardware acceleration for Processing Function Virtualization.
MeditCom
Federico Civerchia, Andrea Sgambelluri, Francesco Paolucci, Luca Maggiani, Piero Castoldi, Filippo Cugini
2020 J jnl
Is OpenCL Driven Reconfigurable Hardware Suitable for Virtualising 5G Infrastructure?
IEEE Trans. Netw. Serv. Manag.
Federico Civerchia, Maxime Pelcat, Luca Maggiani, Koteswararao Kondepu, Piero Castoldi, Luca Valcarenghi
2018 J jnl
Bio-inspired heterogeneous architecture for real-time pedestrian detection applications.
J. Real Time Image Process.
Luca Maggiani, Cédric Bourrasset, Jean-Charles Quinton, François Berry, Jocelyn Sérot
2018 J jnl
Reproducible Evaluation of System Efficiency With a Model of Architecture: From Theory to Practice.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Maxime Pelcat, Alexandre Mercat, Karol Desnos, Luca Maggiani, Yanzhou Liu, Julien Heulot, Jean-François Nezan, Wassim Hamidouche, Daniel Ménard, Shuvra S. Bhattacharyya
2017 J jnl
Industrial Internet of Things monitoring solution for advanced predictive maintenance applications.
J. Ind. Inf. Integr.
Federico Civerchia, Stefano Bocchino, Claudio Salvadori, Enrico Rossi, Luca Maggiani, Matteo Petracca
2017 — —
Progettazione di un nodo di calcolo embedded per reti di "smart cameras".
Luca Maggiani
2017 B conf
Towards softwarization in the IoT: Integration and evaluation of t-res in the oneM2M architecture.
NetSoft
Francesco Marino, Luca Maggiani, Laura Nao, Paolo Pagano, Matteo Petracca
2016 — conf
Ant-Cam network: Demo.
ICDSC
Lobna Ben Khelifa, Luca Maggiani, Ayoub ElHazzaz, Jean-Charles Quinton, François Berry
2016 — conf
Ant-Cams Network: a cooperative network model for silly cameras.
ICDSC
Lobna Ben Khelifa, Luca Maggiani, Jean-Charles Quinton, François Berry
2016 J jnl
Dataflow object detection system for FPGA-based smart camera.
IET Circuits Devices Syst.
Cédric Bourrasset, Luca Maggiani, Jocelyn Sérot, François Berry
2016 — conf
Design productivity of a high level synthesis compiler versus HDL.
SAMOS
Maxime Pelcat, Cédric Bourrasset, Luca Maggiani, François Berry
2016 — conf
Distributed coordination model for smart sensing applications.
ICDSC
Luca Maggiani, Lobna Ben Khelifa, Jean-Charles Quinton, Matteo Petracca, Paolo Pagano, François Berry
2016 C conf
Lightweight error correction technique in industrial IEEE802.15.4 networks.
IECON
Federico Civerchia, Enrico Rossi, Luca Maggiani, Stefano Bocchino, Claudio Salvadori, Matteo Petracca
2016 — conf
Models of Architecture: Reproducible Efficiency Evaluation for Signal Processing Systems.
SiPS
Maxime Pelcat, Karol Desnos, Luca Maggiani, Yanzhou Liu, Julien Heulot, Jean-François Nezan, Shuvra S. Bhattacharyya
2015 J jnl
HOG-Dot: A Parallel Kernel-Based Gradient Extraction for Embedded Image Processing.
IEEE Signal Process. Lett.
Luca Maggiani, Cédric Bourrasset, Matteo Petracca, François Berry, Paolo Pagano, Claudio Salvadori
2015 — conf
Parallel image gradient extraction core for FPGA-based smart cameras.
ICDSC
Luca Maggiani, Cédric Bourrasset, François Berry, Jocelyn Sérot, Matteo Petracca, Claudio Salvadori
2014 — conf
Reconfigurable architecture for computing histograms in real-time tailored to FPGA-based smart camera.
ISIE
Luca Maggiani, Claudio Salvadori, Matteo Petracca, Paolo Pagano, Roberto Saletti
2013 — conf
Distributed FPGA-based smart camera architecture for computer vision applications.
ICDSC
Cédric Bourrasset, Luca Maggiani, Jocelyn Sérot, François Berry, Paolo Pagano
2013 — conf
DreamCAM: A FPGA-based platform for smart camera networks.
ICDSC
Cédric Bourrasset, Luca Maggiani, Jocelyn Sérot, François Berry, Paolo Pagano
2013 — conf
Reconfigurable FPGA architecture for computer vision applications in Smart Camera Networks.
ICDSC
Luca Maggiani, Claudio Salvadori, Matteo Petracca, Paolo Pagano, Roberto Saletti