Marcello Zanghieri

19 papers A 2Journal 6Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
EMG Acquisition and Processing for Hand Movement Decoding on Embedded Systems: State of the Art and Challenges.
Proc. IEEE
Simone Benatti, Elisa Donati, Ali Moin, Marcello Zanghieri, Mattia Orlandi, Alessio Burrello, Fiorenzo Artoni, Silvestro Micera, Luca Benini, Jan M. Rabaey
2024 J jnl
An Extreme-Edge TCN-Based Low-Latency Collision-Avoidance Safety System for Industrial Machinery.
IEEE Access
Marcello Zanghieri, Fabrizio Indirli, Antonio Latella, Giacomo Michele Puglia, Felice Tecce, Francesco Papariello, Giulio Urlini, Luca Benini, Francesco Conti
2024 — conf
Embedded Multi-Sensor Smartwatch for Computationally Intensive Biosignal Processing.
BioCAS
Pierangelo Maria Rapa, Mattia Orlandi, Marcello Zanghieri, Luca Benini, Simone Benatti
2024 — conf
Leveraging Motor Unit Spatial Activation Patterns for Channel Selection in Finger Force Regression.
EMBC
Farah Baracat, Marcello Zanghieri, Luca Benini, Dario Farina, Giacomo Indiveri, Simone Benatti, Elisa Donati
2024 J jnl
Real-Time Motor Unit Tracking From sEMG Signals With Adaptive ICA on a Parallel Ultra-Low Power Processor.
IEEE Trans. Biomed. Circuits Syst.
Mattia Orlandi, Pierangelo Maria Rapa, Marcello Zanghieri, Sebastian Frey, Victor Javier Kartsch, Luca Benini, Simone Benatti
2024 — conf
Wearable High-Density sEMG Processing with Class Activation Maps with an Embedded Temporal Convolutional Network.
BioCAS
Marcello Zanghieri, Pierangelo Maria Rapa, Mattia Orlandi, Étienne Buteau, Félix Chamberland, Benoit Gosselin, Luca Benini, Simone Benatti
2024 J jnl
sEMG-Driven Hand Dynamics Estimation With Incremental Online Learning on a Parallel Ultra-Low-Power Microcontroller.
IEEE Trans. Biomed. Circuits Syst.
Marcello Zanghieri, Pierangelo Maria Rapa, Mattia Orlandi, Elisa Donati, Luca Benini, Simone Benatti
2023 — conf
An Adaptive Dynamic Mixing Model for sEMG Real-Time ICA on an Ultra-Low Power Processor.
BioCAS
Mattia Orlandi, Pierangelo Maria Rapa, Marcello Zanghieri, Sebastian Frey, Victor Javier Kartsch, Luca Benini, Simone Benatti
2023 — conf
Event-based Low-Power and Low-Latency Regression Method for Hand Kinematics from Surface EMG.
IWASI
Marcello Zanghieri, Simone Benatti, Luca Benini, Elisa Donati
2023 — conf
Online Unsupervised Arm Posture Adaptation for sEMG-based Gesture Recognition on a Parallel Ultra-Low-Power Microcontroller.
BioCAS
Marcello Zanghieri, Mattia Orlandi, Elisa Donati, Emanuele Gruppioni, Luca Benini, Simone Benatti
2022 — conf
Motor-Unit Ordering of Blindly-Separated Surface-EMG Signals for Gesture Recognition.
SYSINT
Mattia Orlandi, Marcello Zanghieri, Pasquale Davide Schiavone, Elisa Donati, Francesco Conti, Simone Benatti
2022 J jnl
TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference.
CoRR
Alessio Burrello, Alberto Dequino, Daniele Jahier Pagliari, Francesco Conti, Marcello Zanghieri, Enrico Macii, Luca Benini, Massimo Poncino
2022 — conf
sEMG Neural Spikes Reconstruction for Gesture Recognition on a Low-Power Multicore Processor.
BioCAS
Mattia Orlandi, Marcello Zanghieri, Victor Javier Kartsch Morinigo, Francesco Conti, Pasquale Davide Schiavone, Luca Benini, Simone Benatti
2021 — conf
A Microcontroller is All You Need: Enabling Transformer Execution on Low-Power IoT Endnodes.
COINS
Alessio Burrello, Moritz Scherer, Marcello Zanghieri, Francesco Conti, Luca Benini
2021 A conf
Prediction of Thermal Hazards in a Real Datacenter Room Using Temporal Convolutional Networks.
DATE
Mohsen Seyedkazemi Ardebili, Marcello Zanghieri, Alessio Burrello, Francesco Beneventi, Andrea Acquaviva, Luca Benini, Andrea Bartolini
2021 A conf
TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference.
ISLPED
Alessio Burrello, Alberto Dequino, Daniele Jahier Pagliari, Francesco Conti, Marcello Zanghieri, Enrico Macii, Luca Benini, Massimo Poncino
2021 — conf
sEMG-based Regression of Hand Kinematics with Temporal Convolutional Networks on a Low-Power Edge Microcontroller.
COINS
Marcello Zanghieri, Simone Benatti, Alessio Burrello, Victor Javier Kartsch Morinigo, Roberto Meattini, Gianluca Palli, Claudio Melchiorri, Luca Benini
2020 J jnl
Robust Real-Time Embedded EMG Recognition Framework Using Temporal Convolutional Networks on a Multicore IoT Processor.
IEEE Trans. Biomed. Circuits Syst.
Marcello Zanghieri, Simone Benatti, Alessio Burrello, Victor Javier Kartsch, Francesco Conti, Luca Benini
2020 — conf
Temporal Variability Analysis in sEMG Hand Grasp Recognition using Temporal Convolutional Networks.
AICAS
Marcello Zanghieri, Simone Benatti, Francesco Conti, Alessio Burrello, Luca Benini