Neuromuscular-kinematics machine learning models of nonlinear locomotion initiation

This study presents a systematic research on machine learning of neuromuscular-kinematics data for advanced prediction of nonlinear locomotion. This addresses an emergent issue in high-performance non-linear human-robotics interactions with gait training or assistive exoskeletons. To this end, we fi...

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Bibliographic Details
Main Author: Yan, Kai
Other Authors: Lin Zhiping
Format: Thesis-Master by Coursework
Language:English
Published: Nanyang Technological University 2025
Subjects:
Online Access:https://hdl.handle.net/10356/182359
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Institution: Nanyang Technological University
Language: English