Hsiam: A Generalized Siamese Network for Efficient Multi-Resolution EEG Analysis.
High-frequency electroencephalogram (EEG) offers richer spectral representations that can reveal neural features invisible in low-resolution recordings. However, its practical deployment is constrained by several factors, including high computational cost, limited clinical availability of high-sampling-rate EEG systems...