Author

Alexia Duriez

Université Paris Sciences et LettresORCID 0000-0002-6031-228XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1 Organism:rat· 1 Approach:statistical model· 1

Frequent Co-Authors

Boris S GutkiniD· 1 shared Clémence BergerotiD· 1 shared Heng Wei ZhuiD· 1 shared Jackson J. ConeiD· 1 shared Joseph PembertoniD· 1 shared Kevin Kermani NejadiD· 1 shared Mitchell F. RoitmaniD· 1 shared P. J. McCarthy· 1 shared

Activity by Year

2023-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperNeuroscience

Boris S GutkinORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintAug 11, 2026

Cell-type-specific cortical feedback coordinates hierarchical credit assignment

Will Greedy, Heng Wei Zhu, Alexia Duriez…·Rui Ponte Costa

This paper introduces a theory of hierarchical credit assignment in the cortex, linking cell-type-specific dendritic excitation-inhibition balance to learning and behavior.

DOI 10.64898/2026.06.16.732595

statistical model

𝕏 PostBluesky

NeuroscienceNutrientsPeer-reviewedFeb 17, 2023

Homeostatic Reinforcement Theory Accounts for Sodium Appetitive State- and Taste- Dependent Dopamine Responding.

Alexia Duriez, Clémence Bergerot, Jackson J. Cone…·Boris S Gutkin

This paper extends homeostatic regulation into a reinforcement learning framework to model sodium-seeking behavior and dopamine signaling in rats.

11 citations

ratmachine learning (classical)

𝕏 PostBluesky