A BERT Based Method for Continuous Estimation of Cross-Subject Hand Kinematics From Surface Electromyographic Signals

A BERT Based Method for Continuous Estimation of Cross-Subject Hand Kinematics From Surface Electromyographic Signals

Estimation of hand kinematics from surface electromyographic (sEMG) signals provides a non-invasive human-machine interface. This approach is usually subject-specific, so that the training on one individual does not generalise to different subjects. In this paper, we propose a method based on Bidire...

Full description

Bibliographic Details
Main Authors: Chuang Lin, Xingjian Chen, Weiyu Guo, Ning Jiang, Dario Farina, Jingyong Su
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
sEMG
hands kinematics
BERT
hard sample mining
cross-subjects
Online Access:https://ieeexplore.ieee.org/document/9927168/

Internet

https://ieeexplore.ieee.org/document/9927168/

Similar Items