Author

Erik Németh

Sorbonne UniversitéORCID 0000-0003-4769-1585Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

Augustin ChartounyiD· 1 shared Ismael T. FreireiD· 1 shared Krisztina JedlovszkyiD· 1 shared Mehdi KhamassiiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperNeuroscience

Augustin ChartounyORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintOct 31, 2025

The hippocampus as an epistemic forager: When curiosity and reward jointly steer exploration and hippocampal replay

Erik Németh, Augustin Chartouny, Krisztina Jedlovszky…·Mehdi Khamassi

This paper introduces the Epistemic Replay Algorithm (ERA) to explain hippocampal replay by integrating curiosity and reward, showing it better accounts for replay properties than non-curious models.

DOI 10.1101/2025.10.31.685837

deep learningstatistical model

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