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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...
Autores principales: | , , , , , , , |
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Formato: | Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2007
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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. |
format | Text |
id | pubmed-2039771 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2007 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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