Search Results for author: Jan Drugowitsch

Found 3 papers, 1 papers with code

Adaptation Properties Allow Identification of Optimized Neural Codes

no code implementations NeurIPS 2020 Luke Rast, Jan Drugowitsch

Here we solve an inverse problem: characterizing the objective and constraint functions that efficient codes appear to be optimal for, on the basis of how they adapt to different stimulus distributions.

Optimal decision-making with time-varying evidence reliability

no code implementations NeurIPS 2014 Jan Drugowitsch, Ruben Moreno-Bote, Alexandre Pouget

The work presented here describes the computation and characterization of optimal decision-making in the more realistic case of an evidence reliability that varies across time even within a trial.

Decision Making

Variational Bayesian inference for linear and logistic regression

2 code implementations21 Oct 2013 Jan Drugowitsch

The article describe the model, derivation, and implementation of variational Bayesian inference for linear and logistic regression, both with and without automatic relevance determination.

Bayesian Inference regression

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