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Neuronal Shot Noise and Brownian 1/f(2) Behavior in the Local Field Potential
We demonstrate that human electrophysiological recordings of the local field potential (LFP) from intracranial electrodes, acquired from a variety of cerebral regions, show a ubiquitous 1/f(2) scaling within the power spectrum. We develop a quantitative model that treats the generation of these fiel...
Autores principales: | , , , |
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Formato: | Texto |
Lenguaje: | English |
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Public Library of Science
2009
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2629847/ https://www.ncbi.nlm.nih.gov/pubmed/19190760 http://dx.doi.org/10.1371/journal.pone.0004338 |
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author | Milstein, Joshua Mormann, Florian Fried, Itzhak Koch, Christof |
author_facet | Milstein, Joshua Mormann, Florian Fried, Itzhak Koch, Christof |
author_sort | Milstein, Joshua |
collection | PubMed |
description | We demonstrate that human electrophysiological recordings of the local field potential (LFP) from intracranial electrodes, acquired from a variety of cerebral regions, show a ubiquitous 1/f(2) scaling within the power spectrum. We develop a quantitative model that treats the generation of these fields in an analogous way to that of electronic shot noise, and use this model to specifically address the cause of this 1/f(2) Brownian noise. The model gives way to two analytically tractable solutions, both displaying Brownian noise: 1) uncorrelated cells that display sharp initial activity, whose extracellular fields slowly decay in time and 2) rapidly firing, temporally correlated cells that generate UP-DOWN states. |
format | Text |
id | pubmed-2629847 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2009 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-26298472009-02-03 Neuronal Shot Noise and Brownian 1/f(2) Behavior in the Local Field Potential Milstein, Joshua Mormann, Florian Fried, Itzhak Koch, Christof PLoS One Research Article We demonstrate that human electrophysiological recordings of the local field potential (LFP) from intracranial electrodes, acquired from a variety of cerebral regions, show a ubiquitous 1/f(2) scaling within the power spectrum. We develop a quantitative model that treats the generation of these fields in an analogous way to that of electronic shot noise, and use this model to specifically address the cause of this 1/f(2) Brownian noise. The model gives way to two analytically tractable solutions, both displaying Brownian noise: 1) uncorrelated cells that display sharp initial activity, whose extracellular fields slowly decay in time and 2) rapidly firing, temporally correlated cells that generate UP-DOWN states. Public Library of Science 2009-02-03 /pmc/articles/PMC2629847/ /pubmed/19190760 http://dx.doi.org/10.1371/journal.pone.0004338 Text en Milstein 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 Milstein, Joshua Mormann, Florian Fried, Itzhak Koch, Christof Neuronal Shot Noise and Brownian 1/f(2) Behavior in the Local Field Potential |
title | Neuronal Shot Noise and Brownian 1/f(2) Behavior in the Local Field Potential |
title_full | Neuronal Shot Noise and Brownian 1/f(2) Behavior in the Local Field Potential |
title_fullStr | Neuronal Shot Noise and Brownian 1/f(2) Behavior in the Local Field Potential |
title_full_unstemmed | Neuronal Shot Noise and Brownian 1/f(2) Behavior in the Local Field Potential |
title_short | Neuronal Shot Noise and Brownian 1/f(2) Behavior in the Local Field Potential |
title_sort | neuronal shot noise and brownian 1/f(2) behavior in the local field potential |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2629847/ https://www.ncbi.nlm.nih.gov/pubmed/19190760 http://dx.doi.org/10.1371/journal.pone.0004338 |
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