Search Results for author: Nathalie Dupuy

Found 1 papers, 0 papers with code

Parametric Copula-GP model for analyzing multidimensional neuronal and behavioral relationships

no code implementations3 Aug 2020 Nina Kudryashova, Theoklitos Amvrosiadis, Nathalie Dupuy, Nathalie Rochefort, Arno Onken

When the exact density estimation with a parametric model is not possible, our Copula-GP model is still able to provide reasonable information estimates, close to the ground truth and comparable to those obtained with a neural network estimator.

Density Estimation

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