Improving SSVEP BCI Spellers With Data Augmentation and Language Models. - Joseph Zhang; Ruiming Zhang; Kipngeno Koech; David Hill; Kateryna Shapovalenko (CoRR, 2024)

Decoding EEG Speech Perception with Transformers and VAE-based Data Augmentation. - Terrance Yu-Hao Chen; Yulin Chen; Pontus Soederhaell; Sadrishya Agrawal; Kateryna Shapovalenko (CoRR, 2025)