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Inferring the phase response curve from observation of a continuously perturbed oscillator
Phase response curves are important for analysis and modeling of oscillatory dynamics in various applications, particularly in neuroscience. Standard experimental technique for determining them requires isolation of the system and application of a specifically designed input. However, isolation is n...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6134126/ https://www.ncbi.nlm.nih.gov/pubmed/30206301 http://dx.doi.org/10.1038/s41598-018-32069-y |
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author | Cestnik, Rok Rosenblum, Michael |
author_facet | Cestnik, Rok Rosenblum, Michael |
author_sort | Cestnik, Rok |
collection | PubMed |
description | Phase response curves are important for analysis and modeling of oscillatory dynamics in various applications, particularly in neuroscience. Standard experimental technique for determining them requires isolation of the system and application of a specifically designed input. However, isolation is not always feasible and we are compelled to observe the system in its natural environment under free-running conditions. To that end we propose an approach relying only on passive observations of the system and its input. We illustrate it with simulation results of an oscillator driven by a stochastic force. |
format | Online Article Text |
id | pubmed-6134126 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-61341262018-09-15 Inferring the phase response curve from observation of a continuously perturbed oscillator Cestnik, Rok Rosenblum, Michael Sci Rep Article Phase response curves are important for analysis and modeling of oscillatory dynamics in various applications, particularly in neuroscience. Standard experimental technique for determining them requires isolation of the system and application of a specifically designed input. However, isolation is not always feasible and we are compelled to observe the system in its natural environment under free-running conditions. To that end we propose an approach relying only on passive observations of the system and its input. We illustrate it with simulation results of an oscillator driven by a stochastic force. Nature Publishing Group UK 2018-09-11 /pmc/articles/PMC6134126/ /pubmed/30206301 http://dx.doi.org/10.1038/s41598-018-32069-y Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Cestnik, Rok Rosenblum, Michael Inferring the phase response curve from observation of a continuously perturbed oscillator |
title | Inferring the phase response curve from observation of a continuously perturbed oscillator |
title_full | Inferring the phase response curve from observation of a continuously perturbed oscillator |
title_fullStr | Inferring the phase response curve from observation of a continuously perturbed oscillator |
title_full_unstemmed | Inferring the phase response curve from observation of a continuously perturbed oscillator |
title_short | Inferring the phase response curve from observation of a continuously perturbed oscillator |
title_sort | inferring the phase response curve from observation of a continuously perturbed oscillator |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6134126/ https://www.ncbi.nlm.nih.gov/pubmed/30206301 http://dx.doi.org/10.1038/s41598-018-32069-y |
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