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A New Approach for Determining Phase Response Curves Reveals that Purkinje Cells Can Act as Perfect Integrators

Cerebellar Purkinje cells display complex intrinsic dynamics. They fire spontaneously, exhibit bistability, and via mutual network interactions are involved in the generation of high frequency oscillations and travelling waves of activity. To probe the dynamical properties of Purkinje cells we measu...

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Detalles Bibliográficos
Autores principales: Phoka, Elena, Cuntz, Hermann, Roth, Arnd, Häusser, Michael
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2861707/
https://www.ncbi.nlm.nih.gov/pubmed/20442875
http://dx.doi.org/10.1371/journal.pcbi.1000768
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author Phoka, Elena
Cuntz, Hermann
Roth, Arnd
Häusser, Michael
author_facet Phoka, Elena
Cuntz, Hermann
Roth, Arnd
Häusser, Michael
author_sort Phoka, Elena
collection PubMed
description Cerebellar Purkinje cells display complex intrinsic dynamics. They fire spontaneously, exhibit bistability, and via mutual network interactions are involved in the generation of high frequency oscillations and travelling waves of activity. To probe the dynamical properties of Purkinje cells we measured their phase response curves (PRCs). PRCs quantify the change in spike phase caused by a stimulus as a function of its temporal position within the interspike interval, and are widely used to predict neuronal responses to more complex stimulus patterns. Significant variability in the interspike interval during spontaneous firing can lead to PRCs with a low signal-to-noise ratio, requiring averaging over thousands of trials. We show using electrophysiological experiments and simulations that the PRC calculated in the traditional way by sampling the interspike interval with brief current pulses is biased. We introduce a corrected approach for calculating PRCs which eliminates this bias. Using our new approach, we show that Purkinje cell PRCs change qualitatively depending on the firing frequency of the cell. At high firing rates, Purkinje cells exhibit single-peaked, or monophasic PRCs. Surprisingly, at low firing rates, Purkinje cell PRCs are largely independent of phase, resembling PRCs of ideal non-leaky integrate-and-fire neurons. These results indicate that Purkinje cells can act as perfect integrators at low firing rates, and that the integration mode of Purkinje cells depends on their firing rate.
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spelling pubmed-28617072010-05-04 A New Approach for Determining Phase Response Curves Reveals that Purkinje Cells Can Act as Perfect Integrators Phoka, Elena Cuntz, Hermann Roth, Arnd Häusser, Michael PLoS Comput Biol Research Article Cerebellar Purkinje cells display complex intrinsic dynamics. They fire spontaneously, exhibit bistability, and via mutual network interactions are involved in the generation of high frequency oscillations and travelling waves of activity. To probe the dynamical properties of Purkinje cells we measured their phase response curves (PRCs). PRCs quantify the change in spike phase caused by a stimulus as a function of its temporal position within the interspike interval, and are widely used to predict neuronal responses to more complex stimulus patterns. Significant variability in the interspike interval during spontaneous firing can lead to PRCs with a low signal-to-noise ratio, requiring averaging over thousands of trials. We show using electrophysiological experiments and simulations that the PRC calculated in the traditional way by sampling the interspike interval with brief current pulses is biased. We introduce a corrected approach for calculating PRCs which eliminates this bias. Using our new approach, we show that Purkinje cell PRCs change qualitatively depending on the firing frequency of the cell. At high firing rates, Purkinje cells exhibit single-peaked, or monophasic PRCs. Surprisingly, at low firing rates, Purkinje cell PRCs are largely independent of phase, resembling PRCs of ideal non-leaky integrate-and-fire neurons. These results indicate that Purkinje cells can act as perfect integrators at low firing rates, and that the integration mode of Purkinje cells depends on their firing rate. Public Library of Science 2010-04-29 /pmc/articles/PMC2861707/ /pubmed/20442875 http://dx.doi.org/10.1371/journal.pcbi.1000768 Text en Phoka et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Phoka, Elena
Cuntz, Hermann
Roth, Arnd
Häusser, Michael
A New Approach for Determining Phase Response Curves Reveals that Purkinje Cells Can Act as Perfect Integrators
title A New Approach for Determining Phase Response Curves Reveals that Purkinje Cells Can Act as Perfect Integrators
title_full A New Approach for Determining Phase Response Curves Reveals that Purkinje Cells Can Act as Perfect Integrators
title_fullStr A New Approach for Determining Phase Response Curves Reveals that Purkinje Cells Can Act as Perfect Integrators
title_full_unstemmed A New Approach for Determining Phase Response Curves Reveals that Purkinje Cells Can Act as Perfect Integrators
title_short A New Approach for Determining Phase Response Curves Reveals that Purkinje Cells Can Act as Perfect Integrators
title_sort new approach for determining phase response curves reveals that purkinje cells can act as perfect integrators
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2861707/
https://www.ncbi.nlm.nih.gov/pubmed/20442875
http://dx.doi.org/10.1371/journal.pcbi.1000768
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