2026
Harnessing Spectrum Video for Subject-Level Few-Shot and Cross-Montage EEG Generalization
ICML 2026poster
Existing EEG models are limited by electrode heterogeneity and rigid "channel-first" architectures that treat sensors as independent features. We propose Brain Signal Rendering (BSR), which reinterprets EEG as a physical projection of neural activity and transforms raw signals into geometry-aware Sp…