Author

Louis Rouillard

Université Paris-SudORCID 0000-0002-8446-3509Unclaimed 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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Organism:human· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Byeongwook LeeiD· 1 shared Demián WassermanniD· 1 shared Leticia Levin Diniz· 1 shared Linjing JiangiD· 1 shared Luca AmbrogioniiD· 1 shared Nicholas K. BraniganiD· 1 shared Percy K. MistryiD· 1 shared Srikanth RyaliiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperNeuroscience

Byeongwook LeeORCID

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1 paper

Recent·Most cited

Whole-brain modeling of dynamic causal circuits in human cognition using amortized variational inference

Byeongwook Lee, Louis Rouillard, Leticia Levin Diniz, Linjing Jiang, Luca Ambrogioni, Srikanth Ryali, Nicholas K. Branigan, Percy K. Mistry, Weidong Cai, Demián Wassermann, Vinod Menon

This paper introduces MDSI-AVI, a framework for modeling whole-brain causal interactions in fMRI data, revealing new insights into working memory mechanisms.

bioRxiv · Aug 9, 2026 · PreprintNeuroscience