Marcello Zanghieri

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

Marcello Zanghieri, Simone Benatti, Alessio Burrello et al. · IEEE Transactions on Biomedical Circuits and Systems · 2019 · 153 citations · Full text

Engineering, Computer Engineering, Computer Systems +17

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

Marcello Zanghieri, Simone Benatti, Alessio Burrello et al. · 2021 · 29 citations · Full text

Engineering, Computer Science, Robotics Engineering +12

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

Alessio Burrello, Moritz Scherer, Marcello Zanghieri et al. · 2021 · 27 citations

Engineering, Computer Engineering, Computer Science +17

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

Marcello Zanghieri, Simone Benatti, Francesco Conti et al. · 2020 · 20 citations · Full text

Computing, Computer Science, Robotics Engineering +17

Tackling Time-Variability in sEMG-based Gesture Recognition with On-Device Incremental Learning and Temporal Convolutional Networks

Alessio Burrello, Marcello Zanghieri, Cristian Sarti et al. · 2021 · 15 citations · Full text

Computing, Mechatronics Engineering, Machine Learning +15