Mutual information for measuring independence of STLmax time series in the epileptic brain.
Nadia MammoneFabio La ForestaFrancesco Carlo MorabitoMario VersaciUmberto AgugliaPublished in: IJCNN (2008)
Keyphrases
- mutual information
- eeg signals
- brain activity
- deformation field
- eeg data
- information theoretic
- statistical independence
- image registration
- similarity measure
- feature selection
- multi modal image registration
- dynamic time warping
- human brain
- medical image registration
- information theoretic measures
- information gain
- non stationary
- mutual information maximization
- conditional mutual information
- multimodal image registration
- brain images
- brain computer interface
- computational neuroscience
- information theoretic criterion
- probability distribution
- electrical activity
- high dimensional
- chronic hepatitis
- independent component analysis
- stock price
- multivariate time series
- subsequence matching
- nonrigid registration
- independence assumption
- deformable registration
- financial time series