Cognitive Workload Recognition Using EEG Signals and Machine Learning: A Review.
Yueying ZhouShuo HuangZiming XuPengpai WangXia WuDaoqiang ZhangPublished in: IEEE Trans. Cogn. Dev. Syst. (2022)
Keyphrases
- eeg signals
- machine learning
- event related potentials
- signal processing
- motor imagery
- brain computer interface
- text classification
- human learning
- response time
- pattern recognition
- learning algorithm
- computer science
- machine learning algorithms
- electrical activity
- cognitive processes
- cognitive science
- information processing
- neural network
- linear discriminant classifier
- kernel density estimators
- active learning
- data sets
- machine learning methods
- brain signals
- extracted features
- decision trees
- computational intelligence
- brain activity
- artificial intelligence
- eeg data
- healthy subjects
- feature selection
- data mining
- computer vision
- feature extraction
- data analysis
- image analysis
- natural language processing
- principal component analysis