Improvement Motor Imagery EEG Classification Based on Regularized Linear Discriminant Analysis.
Rongrong FuYongsheng TianTiantian BaoZong MengPeiming ShiPublished in: J. Medical Syst. (2019)
Keyphrases
- motor imagery
- linear discriminant analysis
- eeg signals
- brain computer interface
- discriminant analysis
- eeg data
- discriminant features
- feature extraction
- principal component analysis
- face recognition
- dimension reduction
- support vector machine svm
- small sample size
- dimensionality reduction
- support vector
- class separability
- feature space
- discriminative information
- kernel discriminant analysis
- class discrimination
- training samples
- signal processing
- spinal cord injury
- subspace analysis
- null space
- pattern recognition
- brain activity
- subspace methods
- least squares
- high dimensionality
- machine learning
- qr decomposition
- healthy subjects
- pattern classification
- fisher criterion
- singular value decomposition
- scatter matrix
- sample size
- supervised dimensionality reduction
- high dimensional data