What lies underneath: Precise classification of brain states using time-dependent topological structure of dynamics.
Fernando Soler-ToscanoJavier A. GaladíAnira EscrichsYonatan Sanz PerlAne López-GonzálezJacobo D. SittJitka AnnenOlivia GosseriesAurore ThibautRajanikant PandaFrancisco José EstebanSteven LaureysMorten L. KringelbachJosé A. LangaGustavo DecoPublished in: PLoS Comput. Biol. (2022)
Keyphrases
- pattern recognition
- support vector machine svm
- pattern classification
- classification accuracy
- support vector machine
- initial conditions
- feature space
- text classification
- automatic classification
- structural information
- machine learning algorithms
- image classification
- decision trees
- neural network
- classification process
- classification algorithm
- eeg signals
- machine learning
- human brain
- topological properties
- brain images
- qualitative description
- classification systems
- classification rules
- machine learning methods
- decision rules
- benchmark datasets
- feature extraction
- feature selection