Learning Speech Production and Perception through Sensorimotor Interactions
Author(s) -
Shihab Shamma,
Prachi Patel,
Shoutik Mukherjee,
Guilhem Marion,
Bahar Khalighinejad,
Cong Han,
Jose L. Herrero,
Stephan Bickel,
Ashesh D. Mehta,
Nima Mesgarani
Publication year - 2020
Publication title -
cerebral cortex communications
Language(s) - English
Resource type - Journals
ISSN - 2632-7376
DOI - 10.1093/texcom/tgaa091
Subject(s) - perception , sensory system , task (project management) , speech production , action (physics) , psychology , cognitive psychology , motor learning , motor control , computer science , communication , neuroscience , speech recognition , physics , management , quantum mechanics , economics
Action and perception are closely linked in many behaviors necessitating a close coordination between sensory and motor neural processes so as to achieve a well-integrated smoothly evolving task performance. To investigate the detailed nature of these sensorimotor interactions, and their role in learning and executing the skilled motor task of speaking, we analyzed ECoG recordings of responses in the high-γ band (70–150 Hz) in human subjects while they listened to, spoke, or silently articulated speech. We found elaborate spectrotemporally modulated neural activity projecting in both “forward” (motor-to-sensory) and “inverse” directions between the higher-auditory and motor cortical regions engaged during speaking. Furthermore, mathematical simulations demonstrate a key role for the forward projection in “learning” to control the vocal tract, beyond its commonly postulated predictive role during execution. These results therefore offer a broader view of the functional role of the ubiquitous forward projection as an important ingredient in learning, rather than just control, of skilled sensorimotor tasks.
Accelerating Research
Robert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom
Address
John Eccles HouseRobert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom