Neuronal Network Inference and Membrane Potential Model using Multivariate Hawkes Processes

2 August 2021

Papers citing "Neuronal Network Inference and Membrane Potential Model using Multivariate Hawkes Processes"

7 / 7 papers shown

Title
Sparklen: A Statistical Learning Toolkit for High-Dimensional Hawkes Processes in Python Romain Edmond Lacoste GP 96 1 0 26 Feb 2025
Maximum Likelihood Estimation for Hawkes Processes with self-excitation or inhibition Anna Bonnet M. Herrera Maxime Sangnier 30 21 0 09 Mar 2021
On the nonparametric inference of coefficients of self-exciting jump-diffusion Chiara Amorino Charlotte Dion A. Gloter Sarah Lemler 63 5 0 24 Nov 2020
Nonparametric drift estimation for diffusions with jumps driven by a Hawkes process Charlotte Dion Sarah Lemler 112 9 0 17 Apr 2019
Estimating the interaction graph of stochastic neural dynamics A. Duarte A. Galves E. Löcherbach G. Ost 52 20 0 01 Apr 2016
Lasso and probabilistic inequalities for multivariate point processes N. Hansen Patricia Reynaud-Bouret Vincent Rivoirard 164 189 0 02 Aug 2012
Penalized nonparametric mean square estimation of the coefficients of diffusion processes Fabienne Comte V. Genon‐Catalot Y. Rozenholc 118 107 0 30 Aug 2007