Task analysis

: Learning a Hand Model from Dynamic Movements Using High-Density EMG and Convolutional Neural Networks

Learning a Hand Model from Dynamic Movements Using High-Density EMG and Convolutional Neural Networks
Learning a Hand Model from Dynamic Movements Using High-Density EMG and Convolutional Neural Networks 750 422 IEEE Transactions on Biomedical Engineering (TBME)
Deep learning model decodes surface electromyographic signals into proportional hand movements, accurately controlling both individual finger and compound movements, with potential to enhance intuitive interfaces for assistive hand devices. read more

An Occupational Shoulder Exoskeleton Reduces Muscle Activity and Fatigue During Overhead Work
An Occupational Shoulder Exoskeleton Reduces Muscle Activity and Fatigue During Overhead Work 789 444 IEEE Transactions on Biomedical Engineering (TBME)
The passive shoulder Exo4Work exoskeleton provides one-third of the arm’s gravitational torque, and reduces anterior deltoid activity and fatigue during overhead work. The hindrance during non-overhead tasks was minimized. read more
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