In this work we consider some one-dimensional diffusion processes arising in single neurons' activity modelling and discuss some of the related theoretical and computational first passage time problems. With reference to the Wiener and the Ornstein-Uhlenbeck processes, we outline some theoreticaI methods and algorithmic procedures. In particular, the relevance of the computational methods to infer about asymptotic trends of the firing pdf is pointed out
On some algorithmic and computational problems for neuronal diffusion models
GIORNO, Virginia;NOBILE, Amelia Giuseppina;
1994-01-01
Abstract
In this work we consider some one-dimensional diffusion processes arising in single neurons' activity modelling and discuss some of the related theoretical and computational first passage time problems. With reference to the Wiener and the Ornstein-Uhlenbeck processes, we outline some theoreticaI methods and algorithmic procedures. In particular, the relevance of the computational methods to infer about asymptotic trends of the firing pdf is pointed outFile in questo prodotto:
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