Persistent Homology based Classification of Chaotic Multi-variate Time Series with Application to EEG Data.
Martina FlammerKnut HüperPublished in: ICINCO (2022)
Keyphrases
- multi variate
- eeg data
- gaussian distribution
- eeg signals
- pattern recognition
- feature space
- classification accuracy
- brain computer interface
- persistent homology
- decision trees
- motor imagery
- high dimensional
- feature vectors
- random walk
- high dimensional spaces
- pattern classification
- data sets
- feature extraction
- machine learning
- neural network