SpellerSSL: Self-Supervised Learning with P300 Aggregation for Speller BCIs

Jiazhen Hong, Geoff Mackellar, Soheila Ghane

Electroencephalogram (EEG)-based P300 speller brain-computer interfaces (BCIs) face three main challenges: low signal-to-noise ratio (SNR), poor generalization, and time-consuming…