Estimating latency from inhibitory input

J 2014

Estimating latency from inhibitory input

LEVÁKOVÁ, Marie; Susanne DITLEVSEN a Petr LÁNSKÝ

Základní údaje

Originální název

Estimating latency from inhibitory input

Autoři

LEVÁKOVÁ, Marie; Susanne DITLEVSEN a Petr LÁNSKÝ

Vydání

Biological Cybernetics, Springer, 2014, 0340-1200

Další údaje

Jazyk

angličtina

Typ výsledku

Článek v odborném periodiku

Obor

30000 3. Medical and Health Sciences

Stát vydavatele

Spojené státy

Utajení

není předmětem státního či obchodního tajemství

Odkazy

URL

Impakt faktor

Impact factor: 1.713

Označené pro přenos do RIV

Ano

Kód RIV

RIV/00216224:14310/14:00082079

Organizační jednotka

Přírodovědecká fakulta

Klíčová slova anglicky

response latency; selective interaction; neuronal firing; inhibition; maximum likelihood; Laplace transform

Štítky

AKR, rivok

Příznaky

Mezinárodní význam, Recenzováno

Změněno: 26. 4. 2016 16:16, Ing. Andrea Mikešková

Anotace

V originále

Stimulus response latency is the time period between the presentation of a stimulus and the occurrence of a change in the neural firing evoked by the stimulation. The response latency has been explored and estimation methods proposed mostly for excitatory stimuli, which means that the neuron reacts to the stimulus by an increase in the firing rate. We focus on the estimation of the response latency in the case of inhibitory stimuli. Models used in this paper represent two different descriptions of response latency. We consider either the latency to be constant across trials or to be a random variable. In the case of random latency, special attention is given to models with selective interaction. The aim is to propose methods for estimation of the latency or the parameters of its distribution. Parameters are estimated by four different methods: method of moments, maximum-likelihood method, a method comparing an empirical and a theoretical cumulative distribution function and a method based on the Laplace transform of a probability density function. All four methods are applied on simulated data and compared.

Citovat

LEVÁKOVÁ, Marie; Susanne DITLEVSEN a Petr LÁNSKÝ. Estimating latency from inhibitory input. Biological Cybernetics. Springer, 2014, roč. 108, č. 4, s. 475-493. ISSN 0340-1200. Dostupné z: https://doi.org/10.1007/s00422-014-0614-6.

@article{1193750,
   author = {Leváková, Marie and Ditlevsen, Susanne and Lánský, Petr},
   article_number = {4},
   doi = {https://doi.org/10.1007/s00422-014-0614-6},
   keywords = {response latency; selective interaction; neuronal firing; inhibition; maximum likelihood; Laplace transform},
   language = {eng},
   issn = {0340-1200},
   journal = {Biological Cybernetics},
   title = {Estimating latency from inhibitory input},
   url = {http://link.springer.com/article/10.1007/s00422-014-0614-6},
   volume = {108},
   year = {2014}
}

TY  - JOUR
ID  - 1193750
AU  - Leváková, Marie - Ditlevsen, Susanne - Lánský, Petr
PY  - 2014
TI  - Estimating latency from inhibitory input
JF  - Biological Cybernetics
VL  - 108
IS  - 4
SP  - 475-493
EP  - 475-493
PB  - Springer
SN  - 03401200
KW  - response latency
KW  - selective interaction
KW  - neuronal firing
KW  - inhibition
KW  - maximum likelihood
KW  - Laplace transform
UR  - http://link.springer.com/article/10.1007/s00422-014-0614-6
N2  - Stimulus response latency is the time period between the presentation of a stimulus and the occurrence of a change in the neural firing evoked by the stimulation. The response latency has been explored and estimation methods proposed mostly for excitatory stimuli, which means that the neuron reacts to the stimulus by an increase in the firing rate. We focus on the estimation of the response latency in the case of inhibitory stimuli. Models used in this paper represent two different descriptions of response latency. We consider either the latency to be constant across trials or to be a random variable. In the case of random latency, special attention is given to models with selective interaction. The aim is to propose methods for estimation of the latency or the parameters of its distribution. Parameters are estimated by four different methods: method of moments, maximum-likelihood method, a method comparing an empirical and a theoretical cumulative distribution function and a method based on the Laplace transform of a probability density function. All four methods are applied on simulated data and compared.
ER  -

LEVÁKOVÁ, Marie; Susanne DITLEVSEN a Petr LÁNSKÝ. Estimating latency from inhibitory input. \textit{Biological Cybernetics}. Springer, 2014, roč.~108, č.~4, s.~475-493. ISSN~0340-1200. Dostupné z: https://doi.org/10.1007/s00422-014-0614-6.

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