Purpose of this work is to study the dependence of interspike interval distribution on the model parameters when use is made of the Feller diffusion process to describe the subthreshold membrane potential of a neuron. To this aim we make use of a new approach, namely the ordering of first passage times. The functional dependence among the model parameters (e.g. membrane time constant, reversal potential, etc.) resulting from the ordering criteria employed and from the study of mean trajectory plots is analyzed into detail for four different scenario.

New Parameter Relationships Determined Via Stochastic Ordering for Spike Activity in a Reversal Potential Model.

SACERDOTE, Laura Lea;
2000

Abstract

Purpose of this work is to study the dependence of interspike interval distribution on the model parameters when use is made of the Feller diffusion process to describe the subthreshold membrane potential of a neuron. To this aim we make use of a new approach, namely the ordering of first passage times. The functional dependence among the model parameters (e.g. membrane time constant, reversal potential, etc.) resulting from the ordering criteria employed and from the study of mean trajectory plots is analyzed into detail for four different scenario.
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Stochastic Order; FIrst Passage Time; Leaky Integrate and Fire
L. SACERDOTE; SMTH C.E.
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Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/2318/9704
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