Elemental spiking neuron model for reproducing diverse firing patterns and predicting precise firing times

In simulating realistic neuronal circuitry composed of diverse types of neurons, we need an elemental spiking neuron model that is capable of not only quantitatively reproducing spike times of biological neurons given in vivo-like fluctuating inputs, but also qualitatively representing a variety of...

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Detalhes bibliográficos
Main Authors: Satoshi eYamauchi, Hideaki eKim, Shigeru eShinomoto
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2011-10-01
Colecção:Frontiers in Computational Neuroscience
Assuntos:
adaptive threshold
leaky integrate-and-fire model
MAT model
predicting spike times
reproducing firing patterns
spiking neuron model
Acesso em linha:http://journal.frontiersin.org/Journal/10.3389/fncom.2011.00042/full
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