EEG-NeXt: A Modernized ConvNet for The Classification of Cognitive Activity from EEG.
Andac DemirIya KhalilBulent KiziltanPublished in: CoRR (2022)
Keyphrases
- eeg signals
- motor imagery
- eeg data
- brain activity
- sleep stage
- brain computer interface
- event related potentials
- single trial
- signal processing
- epileptic seizures
- event related
- support vector
- spectral features
- preprocessing
- classification accuracy
- brain signals
- pattern recognition
- image classification
- classification process
- decision making
- healthy subjects
- cognitive states
- frequency band
- classification scheme
- pattern classification
- classification algorithm
- decision rules
- benchmark datasets
- support vector machine
- classification systems
- automatic classification
- human activities
- classification rules
- functional connectivity
- spatial filters
- class labels
- machine learning algorithms
- human computer interaction