AAAI 2026technical0 citations
BraSTORM: A Dual-Branch Self-Supervised Framework for EEG Representation Learning via Input-Level Spatio-Temporal Decomposition
Yifan Wang, Der-Horng Lee, Bruce X.B. Yu
Abstract
Prevalent pre-training strategies for Brain-Computer Interfaces (BCIs) are often constrained by spatio-temporal entanglement. This critical issue arises from processing multi-channel Electroencephalography (EEG) signals as monolithic sequences, which intertwines the signal
BibTeX
@inproceedings{aaai2026_brastormadualbra,
title = {BraSTORM: A Dual-Branch Self-Supervised Framework for EEG Representation Learning via Input-Level Spatio-Temporal Decomposition},
author = {Yifan Wang and Der-Horng Lee and Bruce X.B. Yu},
booktitle = {AAAI 2026},
year = {2026}
}