The instantaneous return process is investigated for Ornstein-Uhlenbeck, Feller and Capocelli-Ricciardi neuronal models under the assumptions that after each firing the neuron's membrane potential is reset to a unique fixed value. Steady-state probability densities are calculated and closed form expressions are obtained for asymptotic mean and variance of the neuronal membrane potential
On asymptotic behaviors of stochastic models for single neuron's activity
GIORNO, Virginia;NOBILE, Amelia Giuseppina;
1996-01-01
Abstract
The instantaneous return process is investigated for Ornstein-Uhlenbeck, Feller and Capocelli-Ricciardi neuronal models under the assumptions that after each firing the neuron's membrane potential is reset to a unique fixed value. Steady-state probability densities are calculated and closed form expressions are obtained for asymptotic mean and variance of the neuronal membrane potentialFile in questo prodotto:
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