Performance Comparison of Extracellular Spike Sorting Algorithms for Single-Channel Recordings
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F12%3A00184913" target="_blank" >RIV/68407700:21230/12:00184913 - isvavai.cz</a>
Alternative codes found
RIV/00216208:11110/12:12379 RIV/00064165:_____/12:12379
Result on the web
<a href="http://www.sciencedirect.com/science/article/pii/S0165027011006133" target="_blank" >http://www.sciencedirect.com/science/article/pii/S0165027011006133</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1016/j.jneumeth.2011.10.013" target="_blank" >10.1016/j.jneumeth.2011.10.013</a>
Alternative languages
Result language
angličtina
Original language name
Performance Comparison of Extracellular Spike Sorting Algorithms for Single-Channel Recordings
Original language description
Proper classification of action potentials from extracellular recordings is essential for making an accurate study of neuronal behavior. Many spike sorting algorithms have been presented in the technical literature. However, no comparative analysis has hitherto been performed. In our study, three widely-used publicly-available spike sorting algorithms (WaveClus, KlustaKwik, OSort) were compared with regard to their parameter settings. The algorithms were evaluated using 112 artificial signals (publiclyavailable online) with 2-9 different neurons and varying noise levels between 0.00 and 0.60.
Czech name
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Czech description
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Classification
Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
JC - Computer hardware and software
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GA309%2F09%2F1145" target="_blank" >GA309/09/1145: Mechanisms of deep brain stimulation: Role of the subthalamus in motor, visual and affective processing</a><br>
Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Journal of Neuroscience Methods
ISSN
0165-0270
e-ISSN
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Volume of the periodical
203
Issue of the periodical within the volume
2
Country of publishing house
NL - THE KINGDOM OF THE NETHERLANDS
Number of pages
8
Pages from-to
369-376
UT code for WoS article
000300118600014
EID of the result in the Scopus database
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