Examining the Relationship between EEG Dynamics and Emotion Ratings during Video Watching using Adaptive Mixture Independent Component Analysis.
Shihan RanSheng-Hsiou HsuTzyy-Ping JungPublished in: SMC (2020)
Keyphrases
- independent component analysis
- independent components
- eeg data
- signal processing
- source separation
- blind separation
- single channel
- blind source separation
- factor analysis
- principal component analysis
- video sequences
- source signals
- video data
- physiological signals
- independent subspace analysis
- collaborative filtering
- event related
- tv programs
- dynamical systems
- principle component analysis
- facial expressions
- feature space
- video clips
- machine learning
- mixing matrix
- pattern recognition
- multi channel
- temporal structure
- covariance matrix
- dimensionality reduction
- face recognition