Principal Components Analysis of EEG Signals for Epileptic Patient Identification.
Maria Camila GuerreroJuan Sebastián ParadaHelbert Eduardo Espitia-CuchangoPublished in: Comput. (2021)
Keyphrases
- eeg signals
- principal components analysis
- signal processing
- covariance matrix
- brain computer interface
- exploratory data analysis
- dimensionality reduction
- principal components
- brain activity
- support vector machine
- eeg data
- brain signals
- healthy subjects
- feature extraction
- multivariate statistical analysis
- linear discriminant analysis
- motor imagery
- text categorisation
- electrical activity
- neural network
- hand geometry
- kernel density estimators
- principal component analysis
- image analysis
- objective function
- feature selection
- computer vision
- machine learning
- event related potentials