A 1D CNN for high accuracy classification and transfer learning in motor imagery EEG-based brain-computer interface

1 code implementation • Journal of Neural Engineering 2022 • F. Mattioli, C. Porcaro, G. Baldassarre

In addition, we present a transfer learning method used to extract critical features from the EEG group dataset and then to customize the model to the single individual by training its late layers with only 12-min individual-related data.

Data Augmentation EEG +2