Guilherme Ost
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A model for neural activity in the absence of external stimuli
A Duarte, G Ost
arXiv preprint arXiv:1410.6086, 2014
Stability, convergence to equilibrium and simulation of non-linear Hawkes processes with memory kernels given by the sum of Erlang kernels
A Duarte, E Löcherbach, G Ost
ESAIM: Probability and Statistics 23, 770-796, 2019
Hydrodynamic limit for spatially structured interacting neurons
A Duarte, G Ost, AA Rodríguez
Journal of Statistical Physics 161 (5), 1163-1202, 2015
Mean field limits for nonlinear spatially extended Hawkes processes with exponential memory kernels
J Chevallier, A Duarte, E Löcherbach, G Ost
Stochastic Processes and their Applications 129 (1), 1-27, 2019
Estimating the interaction graph of stochastic neural dynamics
A Duarte, A Galves, E Löcherbach, G Ost
arXiv preprint arXiv:1604.00419, 2016
Sparse space–time models: Concentration inequalities and Lasso
G Ost, P Reynaud-Bouret
Annales de l'Institut Henri Poincaré, Probabilités et Statistiques 56 (4 …, 2020
Fluctuations for spatially extended Hawkes processes
J Chevallier, G Ost
Stochastic Processes and their Applications 130 (9), 5510-5542, 2020
Retrieving a context tree from EEG data
A Duarte, R Fraiman, A Galves, G Ost, CD Vargas
Mathematics 7 (5), 427, 2019
Retrieving the structure of probabilistic sequences of auditory stimuli from EEG data
N Hernández, A Duarte, G Ost, R Fraiman, A Galves, CD Vargas
Scientific reports 11 (1), 1-15, 2021
Self-Switching Markov Chains: emerging dominance phenomena
S Gallo, G Iacobelli, G Ost, DY Takahashi
Stochastic Processes and their Applications, 2021
Estimation of neuronal interaction graph from spike train data
L Brochini, A Galves, P Hodara, G Ost, C Pouzat
arXiv preprint arXiv:1612.05226, 2016
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