1 citations · 1 across the 3 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2025
SAMBA: Toward a Long-Context EEG Foundation Model via Spatial Embedding and Differential Mamba
Jiazhen Hong, Geoffrey Mackellar, Soheila Ghane
Long-sequence electroencephalogram (EEG) modeling is essential for developing generalizable EEG representation models. This need arises from the high sampling rate of EEG data and…
cs.LG2025★ 1 cited
An Efficient Self-Supervised Framework for Long-Sequence EEG Modeling
Jiazhen Hong, Geoffrey Mackellar, Soheila Ghane
Electroencephalogram (EEG) signals generally exhibit low signal-to-noise ratio (SNR) and high inter-subject variability, making generalization across subjects and domains challengi…