How many neurons can we see with current spike sorting algorithms?

How many neurons can we see with current spike sorting algorithms?

► Spike sorting algorithms are limited in the number of single units they can detect. ► The maximum number of correctly identified neurons stands between 8 and 10. ► Sparse neurons are strongly affected by this limitation. ► Further development of algorithms is needed to address sparse neurons detec...

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Main Authors: Pedreira, Carlos, Martinez, Juan, Ison, Matias J., Quian Quiroga, Rodrigo
Format: Online
Language:English
Published: Elsevier/North-Holland Biomedical Press 2012
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3657693/
id pubmed-3657693
recordtype oai_dc
spelling pubmed-36576932013-05-20 How many neurons can we see with current spike sorting algorithms? Pedreira, Carlos Martinez, Juan Ison, Matias J. Quian Quiroga, Rodrigo Computational Neuroscience ► Spike sorting algorithms are limited in the number of single units they can detect. ► The maximum number of correctly identified neurons stands between 8 and 10. ► Sparse neurons are strongly affected by this limitation. ► Further development of algorithms is needed to address sparse neurons detection. Elsevier/North-Holland Biomedical Press 2012-10-15 /pmc/articles/PMC3657693/ /pubmed/22841630 http://dx.doi.org/10.1016/j.jneumeth.2012.07.010 Text en © 2012 Elsevier B.V. https://creativecommons.org/licenses/by/3.0/ Open Access under CC BY 3.0 (https://creativecommons.org/licenses/by/3.0/) license
repository_type Open Access Journal
institution_category Foreign Institution
institution US National Center for Biotechnology Information
building NCBI PubMed
collection Online Access
language English
format Online
author Pedreira, Carlos
Martinez, Juan
Ison, Matias J.
Quian Quiroga, Rodrigo
spellingShingle Pedreira, Carlos
Martinez, Juan
Ison, Matias J.
Quian Quiroga, Rodrigo
How many neurons can we see with current spike sorting algorithms?
author_facet Pedreira, Carlos
Martinez, Juan
Ison, Matias J.
Quian Quiroga, Rodrigo
author_sort Pedreira, Carlos
title How many neurons can we see with current spike sorting algorithms?
title_short How many neurons can we see with current spike sorting algorithms?
title_full How many neurons can we see with current spike sorting algorithms?
title_fullStr How many neurons can we see with current spike sorting algorithms?
title_full_unstemmed How many neurons can we see with current spike sorting algorithms?
title_sort how many neurons can we see with current spike sorting algorithms?
description ► Spike sorting algorithms are limited in the number of single units they can detect. ► The maximum number of correctly identified neurons stands between 8 and 10. ► Sparse neurons are strongly affected by this limitation. ► Further development of algorithms is needed to address sparse neurons detection.
publisher Elsevier/North-Holland Biomedical Press
publishDate 2012
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3657693/
_version_ 1611978929681203200

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