MEL: Coordinate-Preserving EEG Tokenization for fMRI Translation
Multi-band EEG Latent-state Tokenization (MEL), a coordinate-preserving EEG representation framework that anchors each target fMRI response to its preceding EEG history and organizes it into lag-channel-frequency neural-state tokens, which improves prediction over strong NeuroBOLT baselines.
Xiang-Yu Liu, Zeting Yan, Z. Yin et al.
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