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An Information Theoretic Characterisation of Auditory Encoding

The entropy metric derived from information theory provides a means to quantify the amount of information transmitted in acoustic streams like speech or music. By systematically varying the entropy of pitch sequences, we sought brain areas where neural activity and energetic demands increase as a fu...

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Detalles Bibliográficos
Autores principales: Overath, Tobias, Cusack, Rhodri, Kumar, Sukhbinder, von Kriegstein, Katharina, Warren, Jason D, Grube, Manon, Carlyon, Robert P, Griffiths, Timothy D
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2007
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2039771/
https://www.ncbi.nlm.nih.gov/pubmed/17958472
http://dx.doi.org/10.1371/journal.pbio.0050288
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author Overath, Tobias
Cusack, Rhodri
Kumar, Sukhbinder
von Kriegstein, Katharina
Warren, Jason D
Grube, Manon
Carlyon, Robert P
Griffiths, Timothy D
author_facet Overath, Tobias
Cusack, Rhodri
Kumar, Sukhbinder
von Kriegstein, Katharina
Warren, Jason D
Grube, Manon
Carlyon, Robert P
Griffiths, Timothy D
author_sort Overath, Tobias
collection PubMed
description The entropy metric derived from information theory provides a means to quantify the amount of information transmitted in acoustic streams like speech or music. By systematically varying the entropy of pitch sequences, we sought brain areas where neural activity and energetic demands increase as a function of entropy. Such a relationship is predicted to occur in an efficient encoding mechanism that uses less computational resource when less information is present in the signal: we specifically tested the hypothesis that such a relationship is present in the planum temporale (PT). In two convergent functional MRI studies, we demonstrated this relationship in PT for encoding, while furthermore showing that a distributed fronto-parietal network for retrieval of acoustic information is independent of entropy. The results establish PT as an efficient neural engine that demands less computational resource to encode redundant signals than those with high information content.
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spelling pubmed-20397712007-10-23 An Information Theoretic Characterisation of Auditory Encoding Overath, Tobias Cusack, Rhodri Kumar, Sukhbinder von Kriegstein, Katharina Warren, Jason D Grube, Manon Carlyon, Robert P Griffiths, Timothy D PLoS Biol Research Article The entropy metric derived from information theory provides a means to quantify the amount of information transmitted in acoustic streams like speech or music. By systematically varying the entropy of pitch sequences, we sought brain areas where neural activity and energetic demands increase as a function of entropy. Such a relationship is predicted to occur in an efficient encoding mechanism that uses less computational resource when less information is present in the signal: we specifically tested the hypothesis that such a relationship is present in the planum temporale (PT). In two convergent functional MRI studies, we demonstrated this relationship in PT for encoding, while furthermore showing that a distributed fronto-parietal network for retrieval of acoustic information is independent of entropy. The results establish PT as an efficient neural engine that demands less computational resource to encode redundant signals than those with high information content. Public Library of Science 2007-11 2007-10-23 /pmc/articles/PMC2039771/ /pubmed/17958472 http://dx.doi.org/10.1371/journal.pbio.0050288 Text en © 2007 Overath et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Overath, Tobias
Cusack, Rhodri
Kumar, Sukhbinder
von Kriegstein, Katharina
Warren, Jason D
Grube, Manon
Carlyon, Robert P
Griffiths, Timothy D
An Information Theoretic Characterisation of Auditory Encoding
title An Information Theoretic Characterisation of Auditory Encoding
title_full An Information Theoretic Characterisation of Auditory Encoding
title_fullStr An Information Theoretic Characterisation of Auditory Encoding
title_full_unstemmed An Information Theoretic Characterisation of Auditory Encoding
title_short An Information Theoretic Characterisation of Auditory Encoding
title_sort information theoretic characterisation of auditory encoding
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2039771/
https://www.ncbi.nlm.nih.gov/pubmed/17958472
http://dx.doi.org/10.1371/journal.pbio.0050288
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