Author

Paulina Janik

Maastricht University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Neuroscience· 1

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Approach:Bayesian inference· 1 Approach:machine learning (classical)· 1

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Federico De MartinoiD· 1 shared Mahdi EnaniD· 1 shared Mario SendeniD· 1 shared Ryszard AuksztulewicziD· 1 shared Yamil VidaliD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperNeuroscience

Federico De MartinoORCID

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1 paper

Recent·Most cited

Predictive perception via simultaneous learning and inference

Mahdi Enan, Mario Senden, Paulina Janik, Yamil Vidal, Ryszard Auksztulewicz, Federico De Martino

This paper introduces a model that performs exact Bayesian inference over a discrete state space using a local Hebbian rule, demonstrating its ability to account for perception and decision-making under noise.

bioRxiv · Sep 28, 2026 · PreprintNeuroscience