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Multivoxel codes for representing and integrating acoustic features in human cortex

Using fMRI and multivariate pattern analysis, we determined whether spectral and temporal acoustic features are represented by independent or integrated multivoxel codes in human cortex. Listeners heard band-pass noise varying in frequency (spectral) and amplitude-modulation (AM) rate (temporal) fea...

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Detalles Bibliográficos
Autores principales: Sohoglu, Ediz, Kumar, Sukhbinder, Chait, Maria, Griffiths, Timothy D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Academic Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7339141/
https://www.ncbi.nlm.nih.gov/pubmed/32081785
http://dx.doi.org/10.1016/j.neuroimage.2020.116661
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author Sohoglu, Ediz
Kumar, Sukhbinder
Chait, Maria
Griffiths, Timothy D.
author_facet Sohoglu, Ediz
Kumar, Sukhbinder
Chait, Maria
Griffiths, Timothy D.
author_sort Sohoglu, Ediz
collection PubMed
description Using fMRI and multivariate pattern analysis, we determined whether spectral and temporal acoustic features are represented by independent or integrated multivoxel codes in human cortex. Listeners heard band-pass noise varying in frequency (spectral) and amplitude-modulation (AM) rate (temporal) features. In the superior temporal plane, changes in multivoxel activity due to frequency were largely invariant with respect to AM rate (and vice versa), consistent with an independent representation. In contrast, in posterior parietal cortex, multivoxel representation was exclusively integrated and tuned to specific conjunctions of frequency and AM features (albeit weakly). Direct between-region comparisons show that whereas independent coding of frequency weakened with increasing levels of the hierarchy, such a progression for AM and integrated coding was less fine-grained and only evident in the higher hierarchical levels from non-core to parietal cortex (with AM coding weakening and integrated coding strengthening). Our findings support the notion that primary auditory cortex can represent spectral and temporal acoustic features in an independent fashion and suggest a role for parietal cortex in feature integration and the structuring of sensory input.
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spelling pubmed-73391412020-08-15 Multivoxel codes for representing and integrating acoustic features in human cortex Sohoglu, Ediz Kumar, Sukhbinder Chait, Maria Griffiths, Timothy D. Neuroimage Article Using fMRI and multivariate pattern analysis, we determined whether spectral and temporal acoustic features are represented by independent or integrated multivoxel codes in human cortex. Listeners heard band-pass noise varying in frequency (spectral) and amplitude-modulation (AM) rate (temporal) features. In the superior temporal plane, changes in multivoxel activity due to frequency were largely invariant with respect to AM rate (and vice versa), consistent with an independent representation. In contrast, in posterior parietal cortex, multivoxel representation was exclusively integrated and tuned to specific conjunctions of frequency and AM features (albeit weakly). Direct between-region comparisons show that whereas independent coding of frequency weakened with increasing levels of the hierarchy, such a progression for AM and integrated coding was less fine-grained and only evident in the higher hierarchical levels from non-core to parietal cortex (with AM coding weakening and integrated coding strengthening). Our findings support the notion that primary auditory cortex can represent spectral and temporal acoustic features in an independent fashion and suggest a role for parietal cortex in feature integration and the structuring of sensory input. Academic Press 2020-08-15 /pmc/articles/PMC7339141/ /pubmed/32081785 http://dx.doi.org/10.1016/j.neuroimage.2020.116661 Text en © 2020 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Sohoglu, Ediz
Kumar, Sukhbinder
Chait, Maria
Griffiths, Timothy D.
Multivoxel codes for representing and integrating acoustic features in human cortex
title Multivoxel codes for representing and integrating acoustic features in human cortex
title_full Multivoxel codes for representing and integrating acoustic features in human cortex
title_fullStr Multivoxel codes for representing and integrating acoustic features in human cortex
title_full_unstemmed Multivoxel codes for representing and integrating acoustic features in human cortex
title_short Multivoxel codes for representing and integrating acoustic features in human cortex
title_sort multivoxel codes for representing and integrating acoustic features in human cortex
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7339141/
https://www.ncbi.nlm.nih.gov/pubmed/32081785
http://dx.doi.org/10.1016/j.neuroimage.2020.116661
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