Premotor cortex uses a compositional neural geometry to plan words
Benyamin Meschede-KrasaiD, Erin M. KunziD, Foram B. KamdariD, Donald T. AvansinoiD, Nick V. HahniD, Akansha SinghiD, Nicholas S. CardiD, Maitreyee WairagkariD, Carrina IacobacciiD, Leigh R. HochbergiD, David M. BrandmaniD, Sergey D. StaviskyiD, Jaimie M. HendersoniD, Francis R. WillettiD, Shaul DruckmanniD
Abstract
Speech requires precise serial ordering of words and phonemes into novel combinations. To accomplish this, the brain is believed to flexibly prepare utterances before producing them, even allowing pronunciation of never-before spoken words. To discover how neural populations achieve this, intracortical activity from premotor cortex was recorded while two speech neuroprosthesis pilot clinical trial participants attempted to speak factorially-balanced phoneme sequences. During preparation, activity encoded not only the next-phoneme, but multiple upcoming phoneme positions spanning whole words. We found that word-level plans were formed by compositionally combining phoneme representations, a mechanism that may enable efficient planning of novel sequences. When utterances contained more than one word, premotor cortex activity was largely limited to the first word, suggesting that articulatory planning is segmented by higher-order features. Together, these results reveal a compositional, hierarchically-segemented planning geometry, potentially a universal neural strategy for sequence organization across higher levels of language.
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