PSO-based dimension reduction of EEG recordings: Implications for subject transfer in BCI.
Adham AtyabiMartin H. LuerssenDavid M. W. PowersPublished in: Neurocomputing (2013)
Keyphrases
- dimension reduction
- brain computer interface
- single trial
- evoked potentials
- motor imagery
- spatial filters
- healthy subjects
- active learning
- principal component analysis
- brain signals
- feature extraction
- eeg data
- high dimensional
- hand movements
- signal processing
- feature selection
- event related potentials
- event related
- singular value decomposition
- low dimensional
- linear discriminant analysis
- eeg signals
- random projections
- feature space
- preprocessing
- frequency ranges
- spinal cord injury
- high dimensional problems
- dimension reduction methods
- discriminative information
- cluster analysis
- high dimensional data
- brain activity
- manifold learning
- dimensionality reduction
- high dimensionality
- high dimensional data analysis
- machine learning
- k nearest neighbor
- least squares
- pairwise
- face recognition
- computer vision