Search Results for author: Nina Kudryashova

Found 2 papers, 0 papers with code

Building population models for large-scale neural recordings: opportunities and pitfalls

no code implementations3 Feb 2021 Cole Hurwitz, Nina Kudryashova, Arno Onken, Matthias H. Hennig

Modern recording technologies now enable simultaneous recording from large numbers of neurons.

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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