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Inference of functional connectivity in Neurosciences (2013)
by
Via Hawkes Processes
,
Patricia Reynaud-bouret
,
Vincent Rivoirard
,
Christine Tuleau-malot
BibTeX
@MISC{Processes13inferenceof,
author = {Via Hawkes Processes and Patricia Reynaud-bouret and Vincent Rivoirard and Christine Tuleau-malot},
title = {Inference of functional connectivity in Neurosciences},
year = {2013}
}
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Abstract
Abstract—We use Hawkes processes as models for spike trains analysis. A new Lasso method designed for general multivariate counting processes [1] enables us to estimate the functional connectivity graph between the different recorded neurons. I.
