Transformers for autonomous recognition of psychiatric dysfunction via raw and imbalanced EEG signals.
Neha GourTaimur HassanMuhammad OwaisIyyakutti Iyappan GanapathiPritee KhannaMohamed L. SeghierNaoufel WerghiPublished in: Brain Informatics (2023)
Keyphrases
- eeg signals
- recognition rate
- recognition accuracy
- motor imagery
- electrical activity
- healthy subjects
- feature extraction
- signal processing
- brain computer interface
- hand gestures
- recognition algorithm
- human activities
- brain activity
- object recognition
- machine learning
- extracted features
- class imbalance
- positive and negative
- eeg data
- distance measure
- co occurrence
- kernel density estimators