With reference to the Ornstein-Uhlenbeck model for single neuron activity, computational results and theoretical arguments are provided to discuss the accuracy and the appropriateness of analytical approximations to first-passage-time densities and its moments. A gamma approximation is initially discussed, use of which is successively made to construct a probability density of a new form that appears to be particularly suitable to approximate the as yet unknown firing probability density function.

Single neuron's activity: on certain problems of modeling and interpretation / V., Giorno; A. G., Nobile; Ricciardi, LUIGI MARIA. - In: BIOSYSTEMS. - ISSN 0303-2647. - STAMPA. - 40:1-2(1997), pp. 65-74. [doi:10.1016/0303-2647(96)01631-0]

Single neuron's activity: on certain problems of modeling and interpretation

RICCIARDI, LUIGI MARIA
1997

Abstract

With reference to the Ornstein-Uhlenbeck model for single neuron activity, computational results and theoretical arguments are provided to discuss the accuracy and the appropriateness of analytical approximations to first-passage-time densities and its moments. A gamma approximation is initially discussed, use of which is successively made to construct a probability density of a new form that appears to be particularly suitable to approximate the as yet unknown firing probability density function.
1997
Single neuron's activity: on certain problems of modeling and interpretation / V., Giorno; A. G., Nobile; Ricciardi, LUIGI MARIA. - In: BIOSYSTEMS. - ISSN 0303-2647. - STAMPA. - 40:1-2(1997), pp. 65-74. [doi:10.1016/0303-2647(96)01631-0]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11588/159412
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