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Pulvinar thalamic nucleus allows for asynchronous spike propagation through the cortex
We create two multilayered feedforward networks composed of excitatory and inhibitory integrate-and-fire neurons in the balanced state to investigate the role of cortico-pulvino-cortical connections. The first network consists of ten feedforward levels where a Poisson spike train with varying firing...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2015
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4436891/ https://www.ncbi.nlm.nih.gov/pubmed/26042026 http://dx.doi.org/10.3389/fncom.2015.00060 |
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author | Cortes, Nelson van Vreeswijk, Carl |
author_facet | Cortes, Nelson van Vreeswijk, Carl |
author_sort | Cortes, Nelson |
collection | PubMed |
description | We create two multilayered feedforward networks composed of excitatory and inhibitory integrate-and-fire neurons in the balanced state to investigate the role of cortico-pulvino-cortical connections. The first network consists of ten feedforward levels where a Poisson spike train with varying firing rate is applied as an input in layer one. Although the balanced state partially avoids spike synchronization during the transmission, the average firing-rate in the last layer either decays or saturates depending on the feedforward pathway gain. The last layer activity is almost independent of the input even for a carefully chosen intermediate gain. Adding connections to the feedforward pathway by a nine areas Pulvinar structure improves the firing-rate propagation to become almost linear among layers. Incoming strong pulvinar spikes balance the low feedforward gain to have a unit input-output relation in the last layer. Pulvinar neurons evoke a bimodal activity depending on the magnitude input: synchronized spike bursts between 20 and 80 Hz and an asynchronous activity for very both low and high frequency inputs. In the first regime, spikes of last feedforward layer neurons are asynchronous with weak, low frequency, oscillations in the rate. Here, the uncorrelated incoming feedforward pathway washes out the synchronized thalamic bursts. In the second regime, spikes in the whole network are asynchronous. As the number of cortical layers increases, long-range pulvinar connections can link directly two or more cortical stages avoiding their either saturation or gradual activity falling. The Pulvinar acts as a shortcut that supplies the input-output firing-rate relationship of two separated cortical areas without changing the strength of connections in the feedforward pathway. |
format | Online Article Text |
id | pubmed-4436891 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-44368912015-06-03 Pulvinar thalamic nucleus allows for asynchronous spike propagation through the cortex Cortes, Nelson van Vreeswijk, Carl Front Comput Neurosci Neuroscience We create two multilayered feedforward networks composed of excitatory and inhibitory integrate-and-fire neurons in the balanced state to investigate the role of cortico-pulvino-cortical connections. The first network consists of ten feedforward levels where a Poisson spike train with varying firing rate is applied as an input in layer one. Although the balanced state partially avoids spike synchronization during the transmission, the average firing-rate in the last layer either decays or saturates depending on the feedforward pathway gain. The last layer activity is almost independent of the input even for a carefully chosen intermediate gain. Adding connections to the feedforward pathway by a nine areas Pulvinar structure improves the firing-rate propagation to become almost linear among layers. Incoming strong pulvinar spikes balance the low feedforward gain to have a unit input-output relation in the last layer. Pulvinar neurons evoke a bimodal activity depending on the magnitude input: synchronized spike bursts between 20 and 80 Hz and an asynchronous activity for very both low and high frequency inputs. In the first regime, spikes of last feedforward layer neurons are asynchronous with weak, low frequency, oscillations in the rate. Here, the uncorrelated incoming feedforward pathway washes out the synchronized thalamic bursts. In the second regime, spikes in the whole network are asynchronous. As the number of cortical layers increases, long-range pulvinar connections can link directly two or more cortical stages avoiding their either saturation or gradual activity falling. The Pulvinar acts as a shortcut that supplies the input-output firing-rate relationship of two separated cortical areas without changing the strength of connections in the feedforward pathway. Frontiers Media S.A. 2015-05-19 /pmc/articles/PMC4436891/ /pubmed/26042026 http://dx.doi.org/10.3389/fncom.2015.00060 Text en Copyright © 2015 Cortes and van Vreeswijk. 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 Cortes, Nelson van Vreeswijk, Carl Pulvinar thalamic nucleus allows for asynchronous spike propagation through the cortex |
title | Pulvinar thalamic nucleus allows for asynchronous spike propagation through the cortex |
title_full | Pulvinar thalamic nucleus allows for asynchronous spike propagation through the cortex |
title_fullStr | Pulvinar thalamic nucleus allows for asynchronous spike propagation through the cortex |
title_full_unstemmed | Pulvinar thalamic nucleus allows for asynchronous spike propagation through the cortex |
title_short | Pulvinar thalamic nucleus allows for asynchronous spike propagation through the cortex |
title_sort | pulvinar thalamic nucleus allows for asynchronous spike propagation through the cortex |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4436891/ https://www.ncbi.nlm.nih.gov/pubmed/26042026 http://dx.doi.org/10.3389/fncom.2015.00060 |
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