Non-parametric estimation of the spiking rate in systems of interacting neurons

Pierre Hodara (1) , Nathalie Krell (2) , Eva Löcherbach (1)

1 AGM - UMR 8088 - Analyse, Géométrie et Modélisation
2 IRMAR - Institut de Recherche Mathématique de Rennes

Mots clés: Kernel estimation; Piecewise deterministic Markov processes; biological neural nets; nonparametric estimation

Domaines: Statistiques [math.ST]

Pierre Hodara, Nathalie Krell, Eva Löcherbach. Non-parametric estimation of the spiking rate in systems of interacting neurons. Statistical Inference for Stochastic Processes, 2018, 21 (1), pp.81-111. ⟨10.1007/s11203-016-9150-4⟩. ⟨hal-01327430⟩