A multi-voxel-activity-based feature selection method for human cognitive states classification by functional magnetic resonance imaging data.
Luu Ngoc DoHyung Jeong YangSoo-Hyung KimGueesang LeeSun-Hee KimPublished in: Clust. Comput. (2015)
Keyphrases
- functional magnetic resonance imaging
- cognitive states
- brain activity
- human subjects
- data analysis
- human brain
- brain activation
- pattern classification
- cognitive model
- human activities
- cognitive processes
- image analysis
- correlation analysis
- pattern recognition
- high dimensional
- feature space
- eeg signals
- feature selection
- activation patterns
- high quality
- video sequences
- brain images
- mental states
- unsupervised learning
- image data