A wearable biosensing system with in-sensor adaptive machine learning for hand gesture recognition

Ali Moin, Andy Zhou, Abbas Rahimi, +11

Nature Electronics

Wearable SystemEngineeringMachine LearningWearable SensorPattern Recognition +7

A Versatile Embedded Platform for EMG Acquisition and Gesture Recognition

Simone Benatti, Filippo Casamassima, Bojan Milosevic, +6

IEEE Transactions on Biomedical Circuits and Systems

Wearable SystemMedical ElectronicsEngineeringBiometricsWearable Technology +15

Hyperdimensional biosignal processing: A case study for EMG-based hand gesture recognition

Abbas Rahimi, Simone Benatti, Pentti Kanerva, +2

EngineeringMachine LearningBiometricsWearable TechnologyHyperdimensional Biosignal Processing +25

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

Marcello Zanghieri, Simone Benatti, Alessio Burrello, +3

IEEE Transactions on Biomedical Circuits and Systems

Wearable SystemEngineeringHuman Pose EstimationBiometricsWearable Technology +19

An sEMG-Based Human–Robot Interface for Robotic Hands Using Machine Learning and Synergies

Roberto Meattini, Simone Benatti, Umberto Scarcia, +3

IEEE Transactions on Components Packaging and Manufacturing Technology

Robotic SystemsEngineeringDexterous ManipulationTeleoperationWearable Technology +21

An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier

Ali Moin, Andy Zhou, Abbas Rahimi, +10

IRIS UNIMORE (University of Modena and Reggio Emilia)

Emg ElectrodesMachine LearningEngineeringBiometricsWearable Technology +18

Online Learning and Classification of EMG-Based Gestures on a Parallel Ultra-Low Power Platform Using Hyperdimensional Computing

Simone Benatti, Fabio Montagna, Victor Kartsch, +3

IEEE Transactions on Biomedical Circuits and Systems

Wearable SystemEngineeringMachine LearningBiometricsWearable Technology +21

Power Line Interference Removal for High-Quality Continuous Biosignal Monitoring With Low-Power Wearable Devices

Marco Tomasini, Simone Benatti, Bojan Milosevic, +2

IEEE Sensors Journal

Low-power Wearable DevicesAdaptive Filtering TechniquesMedical ElectronicsEngineeringWearable Technology +14

A sensor fusion approach for drowsiness detection in wearable ultra-low-power systems

Victor Kartsch, Simone Benatti, Pasquale Davide Schiavone, +2

Information Fusion

Wearable SystemEngineeringSensor Signal ProcessingWearable TechnologyComputer Engineering +9

Hybrid EMG classifier based on HMM and SVM for hand gesture recognition in prosthetics

Matteo Rossi, Simone Benatti, Elisabetta Farella, +1

EngineeringMachine LearningHuman Pose EstimationActivity RecognitionBiometrics +19