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Frequency-Invariant Representation of Interaural Time Differences in Mammals

Interaural time differences (ITDs) are the major cue for localizing low-frequency sounds. The activity of neuronal populations in the brainstem encodes ITDs with an exquisite temporal acuity of about [Image: see text]. The response of single neurons, however, also changes with other stimulus propert...

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Detalles Bibliográficos
Autores principales: Lüling, Hannes, Siveke, Ida, Grothe, Benedikt, Leibold, Christian
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3060160/
https://www.ncbi.nlm.nih.gov/pubmed/21445227
http://dx.doi.org/10.1371/journal.pcbi.1002013
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author Lüling, Hannes
Siveke, Ida
Grothe, Benedikt
Leibold, Christian
author_facet Lüling, Hannes
Siveke, Ida
Grothe, Benedikt
Leibold, Christian
author_sort Lüling, Hannes
collection PubMed
description Interaural time differences (ITDs) are the major cue for localizing low-frequency sounds. The activity of neuronal populations in the brainstem encodes ITDs with an exquisite temporal acuity of about [Image: see text]. The response of single neurons, however, also changes with other stimulus properties like the spectral composition of sound. The influence of stimulus frequency is very different across neurons and thus it is unclear how ITDs are encoded independently of stimulus frequency by populations of neurons. Here we fitted a statistical model to single-cell rate responses of the dorsal nucleus of the lateral lemniscus. The model was used to evaluate the impact of single-cell response characteristics on the frequency-invariant mutual information between rate response and ITD. We found a rough correspondence between the measured cell characteristics and those predicted by computing mutual information. Furthermore, we studied two readout mechanisms, a linear classifier and a two-channel rate difference decoder. The latter turned out to be better suited to decode the population patterns obtained from the fitted model.
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spelling pubmed-30601602011-03-28 Frequency-Invariant Representation of Interaural Time Differences in Mammals Lüling, Hannes Siveke, Ida Grothe, Benedikt Leibold, Christian PLoS Comput Biol Research Article Interaural time differences (ITDs) are the major cue for localizing low-frequency sounds. The activity of neuronal populations in the brainstem encodes ITDs with an exquisite temporal acuity of about [Image: see text]. The response of single neurons, however, also changes with other stimulus properties like the spectral composition of sound. The influence of stimulus frequency is very different across neurons and thus it is unclear how ITDs are encoded independently of stimulus frequency by populations of neurons. Here we fitted a statistical model to single-cell rate responses of the dorsal nucleus of the lateral lemniscus. The model was used to evaluate the impact of single-cell response characteristics on the frequency-invariant mutual information between rate response and ITD. We found a rough correspondence between the measured cell characteristics and those predicted by computing mutual information. Furthermore, we studied two readout mechanisms, a linear classifier and a two-channel rate difference decoder. The latter turned out to be better suited to decode the population patterns obtained from the fitted model. Public Library of Science 2011-03-17 /pmc/articles/PMC3060160/ /pubmed/21445227 http://dx.doi.org/10.1371/journal.pcbi.1002013 Text en Lüling 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
Lüling, Hannes
Siveke, Ida
Grothe, Benedikt
Leibold, Christian
Frequency-Invariant Representation of Interaural Time Differences in Mammals
title Frequency-Invariant Representation of Interaural Time Differences in Mammals
title_full Frequency-Invariant Representation of Interaural Time Differences in Mammals
title_fullStr Frequency-Invariant Representation of Interaural Time Differences in Mammals
title_full_unstemmed Frequency-Invariant Representation of Interaural Time Differences in Mammals
title_short Frequency-Invariant Representation of Interaural Time Differences in Mammals
title_sort frequency-invariant representation of interaural time differences in mammals
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3060160/
https://www.ncbi.nlm.nih.gov/pubmed/21445227
http://dx.doi.org/10.1371/journal.pcbi.1002013
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