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

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...

Full description

Bibliographic Details
Main Authors: Satoshi eYamauchi, Hideaki eKim, Shigeru eShinomoto
Format: Article
Language:English
Published: Frontiers Media S.A. 2011-10-01
Series:Frontiers in Computational Neuroscience
Subjects:
adaptive threshold
leaky integrate-and-fire model
MAT model
predicting spike times
reproducing firing patterns
spiking neuron model
Online Access:http://journal.frontiersin.org/Journal/10.3389/fncom.2011.00042/full

Internet

http://journal.frontiersin.org/Journal/10.3389/fncom.2011.00042/full

Similar Items