Evaluating Classifiers to Detect Arm Movement Intention from EEG Signals.
Daniel PlanellesEnrique HortalÁlvaro CostaAndrés ÚbedaEduardo IáñezJosé Maria AzorínPublished in: Sensors (2014)
Keyphrases
- eeg signals
- fold cross validation
- extracted features
- signal processing
- kernel density estimators
- brain computer interface
- human arm
- support vector
- brain activity
- detection algorithm
- detection method
- motor imagery
- training set
- feature selection
- training data
- event related potentials
- linear classifiers
- healthy subjects
- train a support vector machine
- decision trees
- data mining
- multiresolution
- brain signals
- eeg data
- naive bayes
- training samples
- feature set