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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2013
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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. |
format | Online Article Text |
id | pubmed-3714562 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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