A Subject-Transfer Framework Based on Single-Trial EMG Analysis Using Convolutional Neural Networks

Volume: 28, Issue: 1, Pages: 94 - 103
Published: Jan 1, 2020
Abstract
In recent years, electromyography (EMG)-based practical myoelectric interfaces have been developed to improve the quality of daily life for people with physical disabilities. With these interfaces, it is very important to decode a user's movement intention, to properly control the external devices. However, improving the performance of these interfaces is difficult due to the high variations in the EMG signal patterns caused by intra-user...
Paper Details
Title
A Subject-Transfer Framework Based on Single-Trial EMG Analysis Using Convolutional Neural Networks
Published Date
Jan 1, 2020
Volume
28
Issue
1
Pages
94 - 103
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