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The Thalamus as a Low Pass Filter: Filtering at the Cellular Level does Not Equate with Filtering at the Network Level

In the mammalian central nervous system, most sensory information passes through primary sensory thalamic nuclei, however the consequence of this remains unclear. Various propositions exist, likening the thalamus to a gate, or a high pass filter. Here, using a simple leaky integrate and fire model b...

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Autores principales: Connelly, William M., Laing, Michael, Errington, Adam C., Crunelli, Vincenzo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4712306/
https://www.ncbi.nlm.nih.gov/pubmed/26834570
http://dx.doi.org/10.3389/fncir.2015.00089
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author Connelly, William M.
Laing, Michael
Errington, Adam C.
Crunelli, Vincenzo
author_facet Connelly, William M.
Laing, Michael
Errington, Adam C.
Crunelli, Vincenzo
author_sort Connelly, William M.
collection PubMed
description In the mammalian central nervous system, most sensory information passes through primary sensory thalamic nuclei, however the consequence of this remains unclear. Various propositions exist, likening the thalamus to a gate, or a high pass filter. Here, using a simple leaky integrate and fire model based on physiological parameters, we show that the thalamus behaves akin to a low pass filter. Specifically, as individual cells in the thalamus rely on consistent drive to spike, stimuli that is rapidly and continuously changing over time such that it activates sensory cells with different receptive fields are unable to drive thalamic spiking. This means that thalamic encoding is robust to sensory noise, however it induces a lag in sensory representation. Thus, the thalamus stabilizes encoding of sensory information, at the cost of response rate.
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spelling pubmed-47123062016-01-29 The Thalamus as a Low Pass Filter: Filtering at the Cellular Level does Not Equate with Filtering at the Network Level Connelly, William M. Laing, Michael Errington, Adam C. Crunelli, Vincenzo Front Neural Circuits Neuroscience In the mammalian central nervous system, most sensory information passes through primary sensory thalamic nuclei, however the consequence of this remains unclear. Various propositions exist, likening the thalamus to a gate, or a high pass filter. Here, using a simple leaky integrate and fire model based on physiological parameters, we show that the thalamus behaves akin to a low pass filter. Specifically, as individual cells in the thalamus rely on consistent drive to spike, stimuli that is rapidly and continuously changing over time such that it activates sensory cells with different receptive fields are unable to drive thalamic spiking. This means that thalamic encoding is robust to sensory noise, however it induces a lag in sensory representation. Thus, the thalamus stabilizes encoding of sensory information, at the cost of response rate. Frontiers Media S.A. 2016-01-14 /pmc/articles/PMC4712306/ /pubmed/26834570 http://dx.doi.org/10.3389/fncir.2015.00089 Text en Copyright © 2016 Connelly, Laing, Errington and Crunelli. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Connelly, William M.
Laing, Michael
Errington, Adam C.
Crunelli, Vincenzo
The Thalamus as a Low Pass Filter: Filtering at the Cellular Level does Not Equate with Filtering at the Network Level
title The Thalamus as a Low Pass Filter: Filtering at the Cellular Level does Not Equate with Filtering at the Network Level
title_full The Thalamus as a Low Pass Filter: Filtering at the Cellular Level does Not Equate with Filtering at the Network Level
title_fullStr The Thalamus as a Low Pass Filter: Filtering at the Cellular Level does Not Equate with Filtering at the Network Level
title_full_unstemmed The Thalamus as a Low Pass Filter: Filtering at the Cellular Level does Not Equate with Filtering at the Network Level
title_short The Thalamus as a Low Pass Filter: Filtering at the Cellular Level does Not Equate with Filtering at the Network Level
title_sort thalamus as a low pass filter: filtering at the cellular level does not equate with filtering at the network level
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4712306/
https://www.ncbi.nlm.nih.gov/pubmed/26834570
http://dx.doi.org/10.3389/fncir.2015.00089
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