2 papers
cs.AI2026
Temporal Feature Extractors in EEG Foundation Models: A Controlled Comparison Including a Pretrained Time-Series Model
AyÅe Betül Yüce, Chris Joey Leffler, Sarun Varghese +2
Electroencephalography (EEG) foundation models aim to learn generalizable representations from large-scale brain recordings. However, the role of temporal feature extractors and wh…
cs.AI2026
Benchmarking Positional Encoding Strategies for Transformer-Based EEG Foundation Models
Ayse Betul Yuce, Sebastian Stober
Electroencephalography (EEG) is a widely used non-invasive technique for measuring brain activity in brain-computer interface (BCI) applications. Supervised EEG decoding models oft…