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Intrinsic biophysical diversity decorrelates neuronal firing while increasing information content

While examples of variation and diversity exist throughout the nervous system, their importance remains a source of debate. Even neurons of the same molecular type show notable intrinsic differences. Largely unknown however is the degree to which these differences impair or assist neural coding. Whe...

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Detalles Bibliográficos
Autores principales: Padmanabhan, Krishnan, Urban, Nathaniel N.
Formato: Texto
Lenguaje:English
Publicado: 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2975253/
https://www.ncbi.nlm.nih.gov/pubmed/20802489
http://dx.doi.org/10.1038/nn.2630
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author Padmanabhan, Krishnan
Urban, Nathaniel N.
author_facet Padmanabhan, Krishnan
Urban, Nathaniel N.
author_sort Padmanabhan, Krishnan
collection PubMed
description While examples of variation and diversity exist throughout the nervous system, their importance remains a source of debate. Even neurons of the same molecular type show notable intrinsic differences. Largely unknown however is the degree to which these differences impair or assist neural coding. When outputs from a single type of neuron were examined - the mitral cells of the mouse olfactory bulb - to identical stimuli, we found that each cell's spiking response was dictated by its unique biophysical fingerprint. By exploiting this intrinsic heterogeneity, diverse populations coded for 2-fold more information than their homogeneous counterparts. Additionally, biophysical variability alone reduced pairwise output spike correlations to low levels. Our results demonstrate that intrinsic neuronal diversity serves an important role in neural coding and is not simply the result of biological imprecision.
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spelling pubmed-29752532011-04-01 Intrinsic biophysical diversity decorrelates neuronal firing while increasing information content Padmanabhan, Krishnan Urban, Nathaniel N. Nat Neurosci Article While examples of variation and diversity exist throughout the nervous system, their importance remains a source of debate. Even neurons of the same molecular type show notable intrinsic differences. Largely unknown however is the degree to which these differences impair or assist neural coding. When outputs from a single type of neuron were examined - the mitral cells of the mouse olfactory bulb - to identical stimuli, we found that each cell's spiking response was dictated by its unique biophysical fingerprint. By exploiting this intrinsic heterogeneity, diverse populations coded for 2-fold more information than their homogeneous counterparts. Additionally, biophysical variability alone reduced pairwise output spike correlations to low levels. Our results demonstrate that intrinsic neuronal diversity serves an important role in neural coding and is not simply the result of biological imprecision. 2010-08-29 2010-10 /pmc/articles/PMC2975253/ /pubmed/20802489 http://dx.doi.org/10.1038/nn.2630 Text en Users may view, print, copy, download and text and data- mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Padmanabhan, Krishnan
Urban, Nathaniel N.
Intrinsic biophysical diversity decorrelates neuronal firing while increasing information content
title Intrinsic biophysical diversity decorrelates neuronal firing while increasing information content
title_full Intrinsic biophysical diversity decorrelates neuronal firing while increasing information content
title_fullStr Intrinsic biophysical diversity decorrelates neuronal firing while increasing information content
title_full_unstemmed Intrinsic biophysical diversity decorrelates neuronal firing while increasing information content
title_short Intrinsic biophysical diversity decorrelates neuronal firing while increasing information content
title_sort intrinsic biophysical diversity decorrelates neuronal firing while increasing information content
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2975253/
https://www.ncbi.nlm.nih.gov/pubmed/20802489
http://dx.doi.org/10.1038/nn.2630
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