Tikhonov Regularization enhances EEG-based Spatial filtering for single-Trial Regression.
Andreas MeinelFabien LotteMichael TangermannPublished in: GBCIC (2017)
Keyphrases
- single trial
- spatial filters
- spatial filtering
- reproducing kernel hilbert space
- signal to noise ratio
- regression model
- median filter
- brain computer interface
- median filtering
- tissue classification
- active learning
- kernel methods
- healthy subjects
- motion compensation
- loss function
- hand movements
- regularization parameter
- pattern recognition
- kernel function
- model selection
- support vector
- eeg data
- multiscale
- filtered images
- noise reduction