Decoding knee angles from EEG signals for different walking speeds.
Andrés ÚbedaDaniel PlanellesÁlvaro CostaEnrique HortalEduardo IáñezJosé Maria AzorínPublished in: SMC (2014)
Keyphrases
- eeg signals
- signal processing
- computer assisted
- walking speed
- brain computer interface
- motor imagery
- healthy subjects
- brain activity
- humanoid robot
- lower extremity
- linear discriminant classifier
- decoding algorithm
- extracted features
- kernel density estimators
- high speed
- image segmentation
- electrical activity
- event related potentials
- eeg data
- human walking
- decoding process
- brain signals
- machine learning
- knn
- similarity measure
- feature selection