Search Results for author: Norbert Fortin

Found 2 papers, 0 papers with code

Smooth Online Parameter Estimation for time varying VAR models with application to rat's LFP data

no code implementations24 Feb 2021 Anass El Yaagoubi Bourakna, Marco Pinto, Norbert Fortin, Hernando Ombao

For these reasons we propose a new smooth online parameter estimation approach (SOPE) that has the ability to control for the smoothness of the estimates with a reasonable computational complexity.

Time Series Methodology Computation Other Statistics

Bayesian Neural Decoding Using A Diversity-Encouraging Latent Representation Learning Method

no code implementations13 Oct 2019 Tian Chen, Lingge Li, Gabriel Elias, Norbert Fortin, Babak Shahbaba

We show that our method leads to substantially higher accuracy rate for neural decoding and allows to discover novel biological phenomena by providing a clear latent representation of the decoding process.

Point Processes Representation Learning

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