Cargando…
The Generation of Phase Differences and Frequency Changes in a Network Model of Inferior Olive Subthreshold Oscillations
It is commonly accepted that the Inferior Olive (IO) provides a timing signal to the cerebellum. Stable subthreshold oscillations in the IO can facilitate accurate timing by phase-locking spikes to the peaks of the oscillation. Several theoretical models accounting for the synchronized subthreshold...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2012
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3390386/ https://www.ncbi.nlm.nih.gov/pubmed/22792054 http://dx.doi.org/10.1371/journal.pcbi.1002580 |
_version_ | 1782237441171652608 |
---|---|
author | Torben-Nielsen, Benjamin Segev, Idan Yarom, Yosef |
author_facet | Torben-Nielsen, Benjamin Segev, Idan Yarom, Yosef |
author_sort | Torben-Nielsen, Benjamin |
collection | PubMed |
description | It is commonly accepted that the Inferior Olive (IO) provides a timing signal to the cerebellum. Stable subthreshold oscillations in the IO can facilitate accurate timing by phase-locking spikes to the peaks of the oscillation. Several theoretical models accounting for the synchronized subthreshold oscillations have been proposed, however, two experimental observations remain an enigma. The first is the observation of frequent alterations in the frequency of the oscillations. The second is the observation of constant phase differences between simultaneously recorded neurons. In order to account for these two observations we constructed a canonical network model based on anatomical and physiological data from the IO. The constructed network is characterized by clustering of neurons with similar conductance densities, and by electrical coupling between neurons. Neurons inside a cluster are densely connected with weak strengths, while neurons belonging to different clusters are sparsely connected with stronger connections. We found that this type of network can robustly display stable subthreshold oscillations. The overall frequency of the network changes with the strength of the inter-cluster connections, and phase differences occur between neurons of different clusters. Moreover, the phase differences provide a mechanistic explanation for the experimentally observed propagating waves of activity in the IO. We conclude that the architecture of the network of electrically coupled neurons in combination with modulation of the inter-cluster coupling strengths can account for the experimentally observed frequency changes and the phase differences. |
format | Online Article Text |
id | pubmed-3390386 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-33903862012-07-12 The Generation of Phase Differences and Frequency Changes in a Network Model of Inferior Olive Subthreshold Oscillations Torben-Nielsen, Benjamin Segev, Idan Yarom, Yosef PLoS Comput Biol Research Article It is commonly accepted that the Inferior Olive (IO) provides a timing signal to the cerebellum. Stable subthreshold oscillations in the IO can facilitate accurate timing by phase-locking spikes to the peaks of the oscillation. Several theoretical models accounting for the synchronized subthreshold oscillations have been proposed, however, two experimental observations remain an enigma. The first is the observation of frequent alterations in the frequency of the oscillations. The second is the observation of constant phase differences between simultaneously recorded neurons. In order to account for these two observations we constructed a canonical network model based on anatomical and physiological data from the IO. The constructed network is characterized by clustering of neurons with similar conductance densities, and by electrical coupling between neurons. Neurons inside a cluster are densely connected with weak strengths, while neurons belonging to different clusters are sparsely connected with stronger connections. We found that this type of network can robustly display stable subthreshold oscillations. The overall frequency of the network changes with the strength of the inter-cluster connections, and phase differences occur between neurons of different clusters. Moreover, the phase differences provide a mechanistic explanation for the experimentally observed propagating waves of activity in the IO. We conclude that the architecture of the network of electrically coupled neurons in combination with modulation of the inter-cluster coupling strengths can account for the experimentally observed frequency changes and the phase differences. Public Library of Science 2012-07-05 /pmc/articles/PMC3390386/ /pubmed/22792054 http://dx.doi.org/10.1371/journal.pcbi.1002580 Text en This is an open-access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication. https://creativecommons.org/publicdomain/zero/1.0/ This is an open-access article distributed under the terms of the Creative Commons Public Domain declaration, which stipulates that, once placed in the public domain, this work may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. |
spellingShingle | Research Article Torben-Nielsen, Benjamin Segev, Idan Yarom, Yosef The Generation of Phase Differences and Frequency Changes in a Network Model of Inferior Olive Subthreshold Oscillations |
title | The Generation of Phase Differences and Frequency Changes in a Network Model of Inferior Olive Subthreshold Oscillations |
title_full | The Generation of Phase Differences and Frequency Changes in a Network Model of Inferior Olive Subthreshold Oscillations |
title_fullStr | The Generation of Phase Differences and Frequency Changes in a Network Model of Inferior Olive Subthreshold Oscillations |
title_full_unstemmed | The Generation of Phase Differences and Frequency Changes in a Network Model of Inferior Olive Subthreshold Oscillations |
title_short | The Generation of Phase Differences and Frequency Changes in a Network Model of Inferior Olive Subthreshold Oscillations |
title_sort | generation of phase differences and frequency changes in a network model of inferior olive subthreshold oscillations |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3390386/ https://www.ncbi.nlm.nih.gov/pubmed/22792054 http://dx.doi.org/10.1371/journal.pcbi.1002580 |
work_keys_str_mv | AT torbennielsenbenjamin thegenerationofphasedifferencesandfrequencychangesinanetworkmodelofinferiorolivesubthresholdoscillations AT segevidan thegenerationofphasedifferencesandfrequencychangesinanetworkmodelofinferiorolivesubthresholdoscillations AT yaromyosef thegenerationofphasedifferencesandfrequencychangesinanetworkmodelofinferiorolivesubthresholdoscillations AT torbennielsenbenjamin generationofphasedifferencesandfrequencychangesinanetworkmodelofinferiorolivesubthresholdoscillations AT segevidan generationofphasedifferencesandfrequencychangesinanetworkmodelofinferiorolivesubthresholdoscillations AT yaromyosef generationofphasedifferencesandfrequencychangesinanetworkmodelofinferiorolivesubthresholdoscillations |