Author

Marcel Nonnenmacher

Center of Advanced European Studies and ResearchORCID 0000-0001-6044-6627Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:machine learning (classical)· 1

Frequent Co-Authors

Chaitanya ChintaluriiD· 1 shared David S. GreenbergiD· 1 shared Giacomo Bassetto· 1 shared Jakob H. MackeiD· 1 shared Jan-Matthis LueckmanniD· 1 shared Kaan ÖcaliD· 1 shared Michael DeistleriD· 1 shared Pedro J. GonçalvesiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperNeuroscience

Chaitanya ChintaluriORCID

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1 paper

Recent·Most cited

NeuroscienceeLifePeer-reviewedSep 17, 2020

Training deep neural density estimators to identify mechanistic models of neural dynamics

Pedro J. Gonçalves, Jan-Matthis Lueckmann, Michael Deistler…·Jakob H. Macke

This paper introduces a machine learning method using deep neural density estimators to perform Bayesian inference on neural dynamics models, demonstrating its application to various neural systems.

241 citationstop 1%

machine learning (classical)

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