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 theoretical 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 / V., Giorno; A. G., Nobile; Ricciardi, LUIGI MARIA. - STAMPA. - 763:(1994), pp. 293-313. [10.1007/3-540-57601-0_58]
On some algorithmic and computational problems for neuronal diffusion models
RICCIARDI, LUIGI MARIA
1994
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 theoretical methods and algorithmic procedures. In particular, the relevance of the computational methods to infer about asymptotic trends of the firing pdf is pointed out.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
