Automated Classification of L/R Hand Movement EEG Signals using Advanced Feature Extraction and Machine Learning.
Mohammad H. AlomariAya SamahaKhaled AlKamhaPublished in: CoRR (2013)
Keyphrases
- automated classification
- eeg signals
- machine learning
- feature extraction
- extracted features
- feature selection
- brain computer interface
- pattern recognition
- signal processing
- healthy subjects
- hand movements
- electrical activity
- frequency analysis
- pattern classification
- machine learning methods
- brain activity
- support vector machine
- wavelet transform
- feature vectors
- preprocessing
- data analysis
- image processing
- learning algorithm
- motor imagery
- principal component analysis
- image classification
- machine learning algorithms
- frequency domain
- multiscale
- face recognition
- computer vision
- linear discriminant classifier
- kernel density estimators
- data sets
- eeg data
- wavelet packet
- hand gestures
- active learning
- feature space
- data mining
- neural network