Synthetic Biological Signals Machine-Generated by GPT-2 Improve the Classification of EEG and EMG Through Data Augmentation - Bird, Jordan J.; Pritchard, Michael; Fratini, Antonio; Ekart, Aniko; Faria, Diego R. (IEEE robotics and automation letters, 2021)
Keywords: Accuracy; Algorithms; Biological signal processing; Biological system modeling; Brain modeling; Classification; Data augmentation; Data models; Electroencephalography; Electromyography; Feature extraction; Gesture recognition; Grasping (robotics); Machine learning; Model accuracy; Prostheses; Robot arms; Robot control; Synthetic data; Training