![]() Given novel brain recordings, this decoder generates intelligible word sequences that recover the meaning of perceived speech, imagined speech and even silent videos, demonstrating that a single decoder can be applied to a range of tasks. ![]() Here we introduce a non-invasive decoder that reconstructs continuous language from cortical semantic representations recorded using functional magnetic resonance imaging (fMRI). Currently, however, non-invasive language decoders can only identify stimuli from among a small set of words or phrases. ![]() A brain–computer interface that decodes continuous language from non-invasive recordings would have many scientific and practical applications.
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