Classification of EEG Signals for Cognitive Load Estimation Using Deep Learning Architectures.
Anushri SahaVikash MinzSanjith BonelaS. R. SreejaRitwika ChowdhuryDebasis SamantaPublished in: IHCI (2018)
Keyphrases
- eeg signals
- cognitive load
- deep learning
- signal processing
- unsupervised learning
- motor imagery
- machine learning
- classification accuracy
- extracted features
- kernel density estimators
- support vector machine
- eeg data
- mental models
- linear discriminant classifier
- data mining
- restricted boltzmann machine
- brain computer interface
- text classification
- co occurrence
- information extraction
- pattern recognition
- learning outcomes
- density estimation
- decision rules
- svm classifier
- feature vectors
- support vector
- skill acquisition
- multiscale
- decision making
- neural network