Statistical feature extraction for artifact removal from concurrent fMRI-EEG recordings.
Zhongming LiuJacco A. de ZwartPeter van GelderenLi-Wei KuoJeff H. DuynPublished in: NeuroImage (2012)
Keyphrases
- feature extraction
- event related
- brain activity
- healthy subjects
- extracted features
- feature vectors
- preprocessing
- image classification
- activation detection
- frequency domain
- statistical analysis
- image processing
- wavelet transform
- brain computer interface
- eeg signals
- texture retrieval
- statistical models
- principal component analysis
- pattern recognition
- pattern classification
- signal processing
- feature set
- functional magnetic resonance imaging
- cognitive states
- data analysis
- single channel
- evoked potentials
- face recognition
- linear feature extraction
- general linear model
- single trial
- functional connectivity
- physiological signals
- statistical pattern recognition
- gabor filters
- statistical methods
- dimensionality reduction