Classification of non-motor cognitive task in EEG based brain-computer interface using phase space features in multivariate empirical mode decomposition domain.
Suman DuttaMandeep SinghAmod KumarPublished in: Biomed. Signal Process. Control. (2018)
Keyphrases
- eeg signals
- empirical mode decomposition
- motor imagery
- phase space
- classification accuracy
- feature vectors
- feature extraction
- feature set
- feature space
- extracted features
- brain computer interface
- signal processing
- multi object
- feature selection
- non stationary
- eeg data
- image features
- dynamical systems
- pattern recognition
- event related
- ordinary differential equations
- video sequences