We construct a LIF-type stochastic model for interspike times of the firing activity of a single neuron subject to a time-varying input signal. By using first passage time densities some numerical evaluations of ISI densities and comparisons with simulation results are given.
Towards Stochastic Modeling of Neuronal Interspike Intervals Including a Time-Varying Input Signal / D'Onofrio, Giuseppe; Pirozzi, Enrica; Magnasco Marcelo, O.. - 9520:(2015), pp. 166-173. [10.1007/978-3-319-27340-2_22]
Towards Stochastic Modeling of Neuronal Interspike Intervals Including a Time-Varying Input Signal
D'ONOFRIO, GIUSEPPE;PIROZZI, ENRICA;
2015
Abstract
We construct a LIF-type stochastic model for interspike times of the firing activity of a single neuron subject to a time-varying input signal. By using first passage time densities some numerical evaluations of ISI densities and comparisons with simulation results are given.File in questo prodotto:
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