Marcello Zanghieri
Orcid: 0000-0002-4303-8389
According to our database1,
Marcello Zanghieri
authored at least 17 papers
between 2020 and 2024.
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Bibliography
2024
sEMG-Driven Hand Dynamics Estimation With Incremental Online Learning on a Parallel Ultra-Low-Power Microcontroller.
IEEE Trans. Biomed. Circuits Syst., August, 2024
Real-Time Motor Unit Tracking From sEMG Signals With Adaptive ICA on a Parallel Ultra-Low Power Processor.
IEEE Trans. Biomed. Circuits Syst., August, 2024
An Extreme-Edge TCN-Based Low-Latency Collision-Avoidance Safety System for Industrial Machinery.
IEEE Access, 2024
Leveraging Motor Unit Spatial Activation Patterns for Channel Selection in Finger Force Regression.
Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024
Wearable High-Density sEMG Processing with Class Activation Maps with an Embedded Temporal Convolutional Network.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2024
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2024
2023
Event-based Low-Power and Low-Latency Regression Method for Hand Kinematics from Surface EMG.
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.
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.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023
2022
Motor-Unit Ordering of Blindly-Separated Surface-EMG Signals for Gesture Recognition.
Proceedings of the Advances in System-Integrated Intelligence, 2022
sEMG Neural Spikes Reconstruction for Gesture Recognition on a Low-Power Multicore Processor.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022
2021
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.
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.
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.
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.
IEEE Trans. Biomed. Circuits Syst., 2020
Temporal Variability Analysis in sEMG Hand Grasp Recognition using Temporal Convolutional Networks.
Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020