Real-time motion onset recognition for robot-assisted gait rehabilitation.

Roushanak Haji HassaniMathias BannwartMarc BolligerThomas SeelReinald BrunnerGeorg Rauter

Published in: Journal of neuroengineering and rehabilitation (2022)

A neural network classifier was trained for identifying the onset of gait-related tasks in real time. Test data showed convincing performance for offline and real-time classification. This demonstrates the feasibility and potential for implementing real-time onset recognition in rehabilitation devices in future.

Keyphrases

robot assisted
neural network
machine learning
cerebral palsy
working memory
electronic health record
current status
big data
quality improvement
resistance training
climate change
mass spectrometry
high speed
body composition