Task-Oriented Muscle Synergy Extraction Using An Autoencoder-Based Neural Model

Task-Oriented Muscle Synergy Extraction Using An Autoencoder-Based Neural Model

The growing interest in wearable robots opens the challenge for developing intuitive and natural control strategies. Among several human–machine interaction approaches, myoelectric control consists of decoding the motor intention from muscular activity (or EMG signals) with the aim of driving prosth...

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Bibliographic Details
Main Authors: Domenico Buongiorno, Giacomo Donato Cascarano, Cristian Camardella, Irio De Feudis, Antonio Frisoli, Vitoantonio Bevilacqua
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Information
Subjects:
autoencoder
EMG signals
muscle synergies
robotics
exoskeleton
motor intention detection
Online Access:https://www.mdpi.com/2078-2489/11/4/219

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