Synthetic Biological Signals Machine-Generated by GPT-2 Improve the Classification of EEG and EMG Through Data Augmentation.
Jordan J. BirdMichael PritchardAntonio FratiniAnikó EkártDiego R. FariaPublished in: IEEE Robotics Autom. Lett. (2021)
Keyphrases
- data sets
- physiological signals
- database
- data structure
- data analysis
- data collection
- eeg signals
- signal processing
- acoustic signals
- missing data
- classification accuracy
- data sources
- pattern recognition
- training data
- machine learning
- image classification
- input data
- training samples
- support vector machine svm
- active learning
- classification method
- motor imagery
- acoustic signal