Designing Pre-training Datasets from Unlabeled Data for EEG Classification with Transformers

Tim Bary, Benoit Macq

Transformer neural networks require a large amount of labeled data to train effectively. Such data is often scarce in electroencephalography, as annotations made by medical experts…