On the threshold based neuronal spike detection, and an objective criterion for setting the threshold

Jarno M. A. Tanskanen; Fikret E. Kapucu; Jari A. K. Hyttinen

doi:10.1109/NER.2015.7146799

On the threshold based neuronal spike detection, and an objective criterion for setting the threshold

Jarno M. A. Tanskanen, Fikret E. Kapucu, Jari A. K. Hyttinen

Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

5 Sitaatiot (Scopus)

Abstrakti

In this paper, we investigate the workings of threshold (TH) based spike detection for neuronal extracellular field potential spikes. Thresholding is the most used spike detection method. In general, it is employed by setting the TH as per convention and without considering either the undetected or spurious spikes. In this paper, we provide insight in to the workings of thresholding, and proposed a new objective way to set the TH based on spike count histogram analysis. We illustrate the method with 2D and 3D simulations and analysis of measured data.

Alkuperäiskieli	Englanti
Otsikko	International IEEE/EMBS Conference on Neural Engineering, NER
Kustantaja	IEEE COMPUTER SOCIETY PRESS
Sivut	1016-1019
Sivumäärä	4
ISBN (painettu)	9781467363891
DOI - pysyväislinkit	https://doi.org/10.1109/NER.2015.7146799
Tila	Julkaistu - 1 heinäk. 2015
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisussa
Tapahtuma	International IEEE/EMBS Conference on Neural Engineering - Kesto: 1 tammik. 1900 → …

Conference

Conference	International IEEE/EMBS Conference on Neural Engineering
Ajanjakso	1/01/00 → …

Julkaisufoorumi-taso

Jufo-taso 0

!!ASJC Scopus subject areas

Artificial Intelligence
Mechanical Engineering

Pääsy asiakirjaan

10.1109/NER.2015.7146799

Siteeraa tätä

@inproceedings{8f6c5f344ed84ea49c76906d64ec989e,

title = "On the threshold based neuronal spike detection, and an objective criterion for setting the threshold",

abstract = "In this paper, we investigate the workings of threshold (TH) based spike detection for neuronal extracellular field potential spikes. Thresholding is the most used spike detection method. In general, it is employed by setting the TH as per convention and without considering either the undetected or spurious spikes. In this paper, we provide insight in to the workings of thresholding, and proposed a new objective way to set the TH based on spike count histogram analysis. We illustrate the method with 2D and 3D simulations and analysis of measured data.",

author = "Tanskanen, {Jarno M. A.} and Kapucu, {Fikret E.} and Hyttinen, {Jari A. K.}",

year = "2015",

month = jul,

day = "1",

doi = "10.1109/NER.2015.7146799",

language = "English",

isbn = "9781467363891",

pages = "1016--1019",

booktitle = "International IEEE/EMBS Conference on Neural Engineering, NER",

publisher = "IEEE COMPUTER SOCIETY PRESS",

note = "International IEEE/EMBS Conference on Neural Engineering ; Conference date: 01-01-1900",

}

Tanskanen, JMA , Kapucu, FE & Hyttinen, JAK 2015, On the threshold based neuronal spike detection, and an objective criterion for setting the threshold. julkaisussa International IEEE/EMBS Conference on Neural Engineering, NER. IEEE COMPUTER SOCIETY PRESS, Sivut 1016-1019, International IEEE/EMBS Conference on Neural Engineering, 1/01/00. https://doi.org/10.1109/NER.2015.7146799

TY - GEN

T1 - On the threshold based neuronal spike detection, and an objective criterion for setting the threshold

AU - Tanskanen, Jarno M. A.

AU - Kapucu, Fikret E.

AU - Hyttinen, Jari A. K.

PY - 2015/7/1

Y1 - 2015/7/1

N2 - In this paper, we investigate the workings of threshold (TH) based spike detection for neuronal extracellular field potential spikes. Thresholding is the most used spike detection method. In general, it is employed by setting the TH as per convention and without considering either the undetected or spurious spikes. In this paper, we provide insight in to the workings of thresholding, and proposed a new objective way to set the TH based on spike count histogram analysis. We illustrate the method with 2D and 3D simulations and analysis of measured data.

AB - In this paper, we investigate the workings of threshold (TH) based spike detection for neuronal extracellular field potential spikes. Thresholding is the most used spike detection method. In general, it is employed by setting the TH as per convention and without considering either the undetected or spurious spikes. In this paper, we provide insight in to the workings of thresholding, and proposed a new objective way to set the TH based on spike count histogram analysis. We illustrate the method with 2D and 3D simulations and analysis of measured data.

U2 - 10.1109/NER.2015.7146799

DO - 10.1109/NER.2015.7146799

M3 - Conference contribution

AN - SCOPUS:84940384726

SN - 9781467363891

SP - 1016

EP - 1019

BT - International IEEE/EMBS Conference on Neural Engineering, NER

PB - IEEE COMPUTER SOCIETY PRESS

T2 - International IEEE/EMBS Conference on Neural Engineering

Y2 - 1 January 1900

ER -

On the threshold based neuronal spike detection, and an objective criterion for setting the threshold

Abstrakti

Conference

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!!ASJC Scopus subject areas

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