Online Classification of Cognitive Control Processes Using EEG and fNIRS: A Stroop Experiment.
Leonhard SchreinerGerald HirschRen XuPatrick ReitnerHarald PretlChristoph GugerPublished in: HCI (1) (2021)
Keyphrases
- eeg signals
- classification accuracy
- image classification
- pattern classification
- feature extraction
- real time
- pattern recognition
- classification method
- supervised learning
- classification scheme
- automatic classification
- classification systems
- classification algorithm
- text classification
- eeg data
- support vector
- decision making
- decision rules
- feature space
- computational models
- decision trees
- machine learning
- production processes
- motor imagery
- cognitive tasks
- brain computer interface
- classification models
- support vector machine svm
- signal processing
- support vector machine
- feature vectors
- preprocessing