Non-invasive classification of cortical activities for brain computer interface: A variable selection approach.
Michel BesserveJacques MartinerieLine GarneroPublished in: ISBI (2008)
Keyphrases
- variable selection
- brain computer interface
- motor imagery
- eeg signals
- cross validation
- model selection
- dimension reduction
- single trial
- input variables
- eeg data
- high dimensional
- feature selection
- support vector
- pattern recognition
- event related potentials
- healthy subjects
- classification accuracy
- high dimensionality
- event related
- evoked potentials
- high dimensional data
- support vector machine
- brain signals
- machine learning
- regression model
- unsupervised learning
- low dimensional
- signal processing
- supervised learning
- artificial neural networks
- preprocessing