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.
2015
978-3-319-27339-6
978-3-319-27340-2
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]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11588/622714
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