Author

Manfred Opper

Bernstein Center for Computational Neuroscience BerlinORCID 0000-0003-2856-7589Unclaimed ORCID profile · follow to get notified of new preprints

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Neuroscience· 2

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Approach:Bayesian inference· 1 Assay:electronic health records· 1 Approach:statistical model· 1 Research Focus:trajectory inference· 1

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Christian DonneriD· 1 shared Josef LadenbaueriD· 1 shared Lisa SchwetlickiD· 1 shared Noa Malem-ShinitskiiD· 1 shared Ralf EngbertiD· 1 shared Sebastian ReichiD· 1 shared Stefan Alexander SeeligiD· 1 shared

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2019-2020 · peak 1/yr

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7 top collaborators · 11 mutual co-author links

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1 shared paperNeuroscience

Christian DonnerORCID

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2 papers

Recent·Most cited

NeurosciencePLoS Computational BiologyPeer-reviewedDec 14, 2020

A Mathematical Model of Exploration and Exploitation in Natural Scene Viewing

Noa Malem-Shinitski, Manfred Opper, Sebastian Reich…·Ralf Engbert

The paper develops a mathematical model of exploration and exploitation in natural scene viewing and demonstrates its predictive power using Bayesian inference.

16 citations

Bayesian inference

𝕏 PostBluesky

NeurosciencebioRxivPreprintJun 14, 2019

Inferring the collective dynamics of neuronal populations from single-trial spike trains using mechanistic models

Christian Donner, Manfred Opper, Josef Ladenbauer

The paper introduces a mechanistic model to infer population-level neuronal dynamics from single-trial spike trains, showing improved accuracy over phenomenological models.

2 citations

electronic health recordsstatistical model

𝕏 PostBluesky