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List of works by Guilherme Ost

A model for neural activity in the absence of external stimuli

scientific article

A model for neural activity in the absence of external stimuli

scholarly article from 'arXiv:1410.6086 [math, q-bio]' published in 2016

Context tree selection for functional data

scholarly article from 'arXiv:1602.00579 [q-bio]' published in 2018

Estimating the interaction graph of stochastic neural dynamics

scientific article

Estimation of neuronal interaction graph from spike train data

scientific article

Estimation of neuronal interaction graph from spike train data

scholarly article from 'arXiv:1612.05226 [q-bio, stat]' published in 2017

Fluctuations for spatially extended Hawkes processes

scholarly article from 'Stochastic Processes and their Applications' published in 2020

Hydrodynamic Limit for Spatially Structured Interacting Neurons

journal article from 'Journal of Statistical Physics' published in 2015

Mean field limits for nonlinear spatially extended Hawkes processes with exponential memory kernels

journal article from 'Stochastic Processes and their Applications' published in 2019

Neural Coding as a Statistical Testing Problem

scholarly article published in 2022

Retrieving a Context Tree from EEG Data

journal article from 'Mathematics' published in 2019

Retrieving the structure of probabilistic sequences of auditory stimuli from EEG data

scientific article

Self-Switching Markov Chains: Emerging dominance phenomena

scholarly article from 'Stochastic Processes and their Applications' published in 2022

Self-Switching Markov Chains: emerging dominance phenomena

scholarly article from 'arXiv:2010.13279 [math]' published in 2020

Sparse Markov Models for High-dimensional Inference

scholarly article published in 2022

Sparse space-time models: Concentration Inequalities and Lasso

scientific article

Stability, convergence to equilibrium and simulation of non-linear Hawkes processes with memory kernels given by the sum of Erlang kernels

journal article from 'ESAIM: Probability and Statistics' published in 2019

Statistical model selection for stochastic systems with applications to Bioinformatics, Linguistics and Neurobiology

book published in 2021