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Multiscale temporal integration organizes hierarchical computation in human auditory cortex

To derive meaning from sound, the brain must integrate information across many timescales. What computations underlie multiscale integration in human auditory cortex? Evidence suggests that auditory cortex analyzes sound using both generic acoustic representations (e.g. spectrotemporal modulation) a...

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Autores principales: Norman-Haignere, Sam V, Long, Laura K., Devinsky, Orrin, Doyle, Werner, Irobunda, Ifeoma, Merricks, Edward M., Feldstein, Neil A., McKhann, Guy M., Schevon, Catherine A., Flinker, Adeen, Mesgarani, Nima
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8957490/
https://www.ncbi.nlm.nih.gov/pubmed/35145280
http://dx.doi.org/10.1038/s41562-021-01261-y
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author Norman-Haignere, Sam V
Long, Laura K.
Devinsky, Orrin
Doyle, Werner
Irobunda, Ifeoma
Merricks, Edward M.
Feldstein, Neil A.
McKhann, Guy M.
Schevon, Catherine A.
Flinker, Adeen
Mesgarani, Nima
author_facet Norman-Haignere, Sam V
Long, Laura K.
Devinsky, Orrin
Doyle, Werner
Irobunda, Ifeoma
Merricks, Edward M.
Feldstein, Neil A.
McKhann, Guy M.
Schevon, Catherine A.
Flinker, Adeen
Mesgarani, Nima
author_sort Norman-Haignere, Sam V
collection PubMed
description To derive meaning from sound, the brain must integrate information across many timescales. What computations underlie multiscale integration in human auditory cortex? Evidence suggests that auditory cortex analyzes sound using both generic acoustic representations (e.g. spectrotemporal modulation) and category-specific computations, but the timescales these putatively distinct computations integrate over remain unclear. To answer this question, we developed a general method to estimate sensory integration windows – the time window when stimuli alter the neural response – and applied our method to intracranial recordings from neurosurgical patients. We show that human auditory cortex integrates hierarchically across diverse timescales spanning ~50 to 400 milliseconds. Moreover, we find that neural populations with short and long integration windows exhibit distinct functional properties: short-integration electrodes (<200 milliseconds) show prominent spectrotemporal modulation selectivity, while long-integration electrodes (>200 milliseconds) show prominent category selectivity. These findings reveal how multiscale integration organizes auditory computation in the human brain.
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spelling pubmed-89574902022-08-10 Multiscale temporal integration organizes hierarchical computation in human auditory cortex Norman-Haignere, Sam V Long, Laura K. Devinsky, Orrin Doyle, Werner Irobunda, Ifeoma Merricks, Edward M. Feldstein, Neil A. McKhann, Guy M. Schevon, Catherine A. Flinker, Adeen Mesgarani, Nima Nat Hum Behav Article To derive meaning from sound, the brain must integrate information across many timescales. What computations underlie multiscale integration in human auditory cortex? Evidence suggests that auditory cortex analyzes sound using both generic acoustic representations (e.g. spectrotemporal modulation) and category-specific computations, but the timescales these putatively distinct computations integrate over remain unclear. To answer this question, we developed a general method to estimate sensory integration windows – the time window when stimuli alter the neural response – and applied our method to intracranial recordings from neurosurgical patients. We show that human auditory cortex integrates hierarchically across diverse timescales spanning ~50 to 400 milliseconds. Moreover, we find that neural populations with short and long integration windows exhibit distinct functional properties: short-integration electrodes (<200 milliseconds) show prominent spectrotemporal modulation selectivity, while long-integration electrodes (>200 milliseconds) show prominent category selectivity. These findings reveal how multiscale integration organizes auditory computation in the human brain. 2022-03 2022-02-10 /pmc/articles/PMC8957490/ /pubmed/35145280 http://dx.doi.org/10.1038/s41562-021-01261-y Text en Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: https://www.springernature.com/gp/open-research/policies/accepted-manuscript-terms
spellingShingle Article
Norman-Haignere, Sam V
Long, Laura K.
Devinsky, Orrin
Doyle, Werner
Irobunda, Ifeoma
Merricks, Edward M.
Feldstein, Neil A.
McKhann, Guy M.
Schevon, Catherine A.
Flinker, Adeen
Mesgarani, Nima
Multiscale temporal integration organizes hierarchical computation in human auditory cortex
title Multiscale temporal integration organizes hierarchical computation in human auditory cortex
title_full Multiscale temporal integration organizes hierarchical computation in human auditory cortex
title_fullStr Multiscale temporal integration organizes hierarchical computation in human auditory cortex
title_full_unstemmed Multiscale temporal integration organizes hierarchical computation in human auditory cortex
title_short Multiscale temporal integration organizes hierarchical computation in human auditory cortex
title_sort multiscale temporal integration organizes hierarchical computation in human auditory cortex
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8957490/
https://www.ncbi.nlm.nih.gov/pubmed/35145280
http://dx.doi.org/10.1038/s41562-021-01261-y
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