Random Bin for Analyzing Neuron Spike Trains

When analyzing neuron spike trains, it is always the problem of how to set the time bin. Bin width affects much to analyzed results of such as periodicity of the spike trains. Many approaches have been proposed to determine the bin setting. However, these bins are fixed through the analysis. In this...

Descripción completa

Detalles Bibliográficos
Autores principales: Tamura, Shinichi, Miyoshi, Tomomitsu, Sawai, Hajime, Mizuno-Matsumoto, Yuko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2012
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3418641/
https://www.ncbi.nlm.nih.gov/pubmed/22919370
http://dx.doi.org/10.1155/2012/153496
_version_ 1782240656590110720
author Tamura, Shinichi
Miyoshi, Tomomitsu
Sawai, Hajime
Mizuno-Matsumoto, Yuko
author_facet Tamura, Shinichi
Miyoshi, Tomomitsu
Sawai, Hajime
Mizuno-Matsumoto, Yuko
author_sort Tamura, Shinichi
collection PubMed
description When analyzing neuron spike trains, it is always the problem of how to set the time bin. Bin width affects much to analyzed results of such as periodicity of the spike trains. Many approaches have been proposed to determine the bin setting. However, these bins are fixed through the analysis. In this paper, we propose a randomizing method of bin width and location instead of conventional fixed bin setting. This technique is applied to analyzing periodicity of interspike interval train. Also the sensitivity of the method is presented.
format Online
Article
Text
id pubmed-3418641
institution National Center for Biotechnology Information
language English
publishDate 2012
publisher Hindawi Publishing Corporation
record_format MEDLINE/PubMed
spelling pubmed-34186412012-08-23 Random Bin for Analyzing Neuron Spike Trains Tamura, Shinichi Miyoshi, Tomomitsu Sawai, Hajime Mizuno-Matsumoto, Yuko Comput Intell Neurosci Research Article When analyzing neuron spike trains, it is always the problem of how to set the time bin. Bin width affects much to analyzed results of such as periodicity of the spike trains. Many approaches have been proposed to determine the bin setting. However, these bins are fixed through the analysis. In this paper, we propose a randomizing method of bin width and location instead of conventional fixed bin setting. This technique is applied to analyzing periodicity of interspike interval train. Also the sensitivity of the method is presented. Hindawi Publishing Corporation 2012 2012-07-08 /pmc/articles/PMC3418641/ /pubmed/22919370 http://dx.doi.org/10.1155/2012/153496 Text en Copyright © 2012 Shinichi Tamura et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Tamura, Shinichi
Miyoshi, Tomomitsu
Sawai, Hajime
Mizuno-Matsumoto, Yuko
Random Bin for Analyzing Neuron Spike Trains
title Random Bin for Analyzing Neuron Spike Trains
title_full Random Bin for Analyzing Neuron Spike Trains
title_fullStr Random Bin for Analyzing Neuron Spike Trains
title_full_unstemmed Random Bin for Analyzing Neuron Spike Trains
title_short Random Bin for Analyzing Neuron Spike Trains
title_sort random bin for analyzing neuron spike trains
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3418641/
https://www.ncbi.nlm.nih.gov/pubmed/22919370
http://dx.doi.org/10.1155/2012/153496
work_keys_str_mv AT tamurashinichi randombinforanalyzingneuronspiketrains
AT miyoshitomomitsu randombinforanalyzingneuronspiketrains
AT sawaihajime randombinforanalyzingneuronspiketrains
AT mizunomatsumotoyuko randombinforanalyzingneuronspiketrains

Ejemplares similares