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cs.LG 1

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2026 1

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BandVQ: Band-Wise Vector-Quantized EEG Foundation Model

cs.LG · 2026-05-24 · unverdicted · novelty 6.0

Band-wise independent VQ-VAE tokenizers per EEG frequency band plus masked Transformer pretraining on 9,200+ subjects yields top reported transfer on three cognitive tasks.

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  • BandVQ: Band-Wise Vector-Quantized EEG Foundation Model cs.LG · 2026-05-24 · unverdicted · none · ref 2

    Band-wise independent VQ-VAE tokenizers per EEG frequency band plus masked Transformer pretraining on 9,200+ subjects yields top reported transfer on three cognitive tasks.