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#brain-decoding

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01 ·Audio & Speech·★ MEMBER·PAPER·9 min read Paper Walkthrough: Interpretable MEG Decoding of Perceived Speech — Reading the Decoder's Weights as a Brain Map From three seconds of magnetoencephalography, this decoder picks the audio a listener was hearing out of 1005 candidates with 39.75% Top-1 accuracy — and, unlike its predecessors, its trained weights translate into cortical locations and rhythms, while paired occlusion experiments reveal which speech features it actually relies on.