Lower-Limb Joint Torque Prediction Using LSTM Neural Networks and Transfer Learning

Lower-Limb Joint Torque Prediction Using LSTM Neural Networks and Transfer Learning

Estimation of joint torque during movement provides important information in several settings, such as effect of athletes’ training or of a medical intervention, or analysis of the remaining muscle strength in a wearer of an assistive device. The ability to estimate joint torque during da...

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Bibliographic Details
Main Authors: Longbin Zhang, Davit Soselia, Ruoli Wang, Elena M. Gutierrez-Farewik
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
LSTM
inverse dynamics
time series
generalizability
transfer learning
Online Access:https://ieeexplore.ieee.org/document/9727104/

Internet

https://ieeexplore.ieee.org/document/9727104/

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