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Interplay of two signals in a neuron with heterogeneous synaptic short-term plasticity

Signals from different sensory modalities may converge on a single neuron. We study theoretically a setup in which one signal is transmitted via facilitating synapses (F signal) and another via depressing synapses (D signal). When both signals are present, the postsynaptic cell preferentially encode...

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Detalles Bibliográficos
Autores principales: Droste, Felix, Schwalger, Tilo, Lindner, Benjamin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3714562/
https://www.ncbi.nlm.nih.gov/pubmed/23882211
http://dx.doi.org/10.3389/fncom.2013.00086
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author Droste, Felix
Schwalger, Tilo
Lindner, Benjamin
author_facet Droste, Felix
Schwalger, Tilo
Lindner, Benjamin
author_sort Droste, Felix
collection PubMed
description Signals from different sensory modalities may converge on a single neuron. We study theoretically a setup in which one signal is transmitted via facilitating synapses (F signal) and another via depressing synapses (D signal). When both signals are present, the postsynaptic cell preferentially encodes information about slow components of the F signal and fast components of the D signal, whereas for a single signal, transmission is broadband. We also show that, in the fluctuation-driven regime, the rate of information transmission may be increased through stochastic resonance (SR). Remarkably, the role of the beneficial noise is played by another signal, which is itself represented in the spike train of the postsynaptic cell.
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spelling pubmed-37145622013-07-23 Interplay of two signals in a neuron with heterogeneous synaptic short-term plasticity Droste, Felix Schwalger, Tilo Lindner, Benjamin Front Comput Neurosci Neuroscience Signals from different sensory modalities may converge on a single neuron. We study theoretically a setup in which one signal is transmitted via facilitating synapses (F signal) and another via depressing synapses (D signal). When both signals are present, the postsynaptic cell preferentially encodes information about slow components of the F signal and fast components of the D signal, whereas for a single signal, transmission is broadband. We also show that, in the fluctuation-driven regime, the rate of information transmission may be increased through stochastic resonance (SR). Remarkably, the role of the beneficial noise is played by another signal, which is itself represented in the spike train of the postsynaptic cell. Frontiers Media S.A. 2013-07-18 /pmc/articles/PMC3714562/ /pubmed/23882211 http://dx.doi.org/10.3389/fncom.2013.00086 Text en Copyright © 2013 Droste, Schwalger and Lindner. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in other forums, provided the original authors and source are credited and subject to any copyright notices concerning any third-party graphics etc.
spellingShingle Neuroscience
Droste, Felix
Schwalger, Tilo
Lindner, Benjamin
Interplay of two signals in a neuron with heterogeneous synaptic short-term plasticity
title Interplay of two signals in a neuron with heterogeneous synaptic short-term plasticity
title_full Interplay of two signals in a neuron with heterogeneous synaptic short-term plasticity
title_fullStr Interplay of two signals in a neuron with heterogeneous synaptic short-term plasticity
title_full_unstemmed Interplay of two signals in a neuron with heterogeneous synaptic short-term plasticity
title_short Interplay of two signals in a neuron with heterogeneous synaptic short-term plasticity
title_sort interplay of two signals in a neuron with heterogeneous synaptic short-term plasticity
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3714562/
https://www.ncbi.nlm.nih.gov/pubmed/23882211
http://dx.doi.org/10.3389/fncom.2013.00086
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