Marcello Zanghieri

According to our database, Marcello Zanghieri authored at least 12 papers between 2020 and 2024.

Collaborative distances:

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

2024

An Extreme-Edge TCN-Based Low-Latency Collision-Avoidance Safety System for Industrial Machinery.

Marcello Zanghieri, Fabrizio Indirli, Antonio Latella, Giacomo Michele Puglia, Felice Tecce, Francesco Papariello, Giulio Urlini, Luca Benini, Francesco Conti

IEEE Access, 2024

2023

Event-based Low-Power and Low-Latency Regression Method for Hand Kinematics from Surface EMG.

Marcello Zanghieri, Simone Benatti, Luca Benini, Elisa Donati

Proceedings of the 9th International Workshop on Advances in Sensors and Interfaces, 2023

Online Unsupervised Arm Posture Adaptation for sEMG-based Gesture Recognition on a Parallel Ultra-Low-Power Microcontroller.

Marcello Zanghieri, Mattia Orlandi, Elisa Donati, Emanuele Gruppioni, Luca Benini, Simone Benatti

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

An Adaptive Dynamic Mixing Model for sEMG Real-Time ICA on an Ultra-Low Power Processor.

Mattia Orlandi, Pierangelo Maria Rapa, Marcello Zanghieri, Sebastian Frey, Victor Javier Kartsch, Luca Benini, Simone Benatti

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

2022

Motor-Unit Ordering of Blindly-Separated Surface-EMG Signals for Gesture Recognition.

Mattia Orlandi, Marcello Zanghieri, Pasquale Davide Schiavone, Elisa Donati, Francesco Conti, Simone Benatti

Proceedings of the Advances in System-Integrated Intelligence, 2022

sEMG Neural Spikes Reconstruction for Gesture Recognition on a Low-Power Multicore Processor.

Mattia Orlandi, Marcello Zanghieri, Victor Javier Kartsch Morinigo, Francesco Conti, Pasquale Davide Schiavone, Luca Benini, Simone Benatti

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022

2021

TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference.

Alessio Burrello, Alberto Dequino, Daniele Jahier Pagliari, Francesco Conti, Marcello Zanghieri, Enrico Macii, Luca Benini, Massimo Poncino

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2021

Prediction of Thermal Hazards in a Real Datacenter Room Using Temporal Convolutional Networks.

Mohsen Seyedkazemi Ardebili, Marcello Zanghieri, Alessio Burrello, Francesco Beneventi, Andrea Acquaviva, Luca Benini, Andrea Bartolini

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

sEMG-based Regression of Hand Kinematics with Temporal Convolutional Networks on a Low-Power Edge Microcontroller.

Marcello Zanghieri, Simone Benatti, Alessio Burrello, Victor Javier Kartsch Morinigo, Roberto Meattini, Gianluca Palli, Claudio Melchiorri, Luca Benini

Proceedings of the 2021 IEEE International Conference on Omni-Layer Intelligent Systems, 2021

A Microcontroller is All You Need: Enabling Transformer Execution on Low-Power IoT Endnodes.

Alessio Burrello, Moritz Scherer, Marcello Zanghieri, Francesco Conti, Luca Benini

Proceedings of the 2021 IEEE International Conference on Omni-Layer Intelligent Systems, 2021

2020

Robust Real-Time Embedded EMG Recognition Framework Using Temporal Convolutional Networks on a Multicore IoT Processor.

Marcello Zanghieri, Simone Benatti, Alessio Burrello, Victor Javier Kartsch, Francesco Conti, Luca Benini

IEEE Trans. Biomed. Circuits Syst., 2020

Temporal Variability Analysis in sEMG Hand Grasp Recognition using Temporal Convolutional Networks.

Marcello Zanghieri, Simone Benatti, Francesco Conti, Alessio Burrello, Luca Benini

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020