Author

Mathieu Mach

École Polytechnique Fédérale de LausanneORCID 0000-0002-1337-7187Unclaimed 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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Organism:human· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Approach:graph neural network· 1 Organism:mouse· 1 Organism:zebrafish· 1

Frequent Co-Authors

Alessandra GriffaiD· 2 shared Dimitri Van De VilleiD· 2 shared Enrico AmicoiD· 2 shared Alessandro GozziiD· 1 shared Daniel Gutierrez‐BarraganiD· 1 shared Gilles AllaliiD· 1 shared Joanes GrandjeaniD· 1 shared Julien DedelleyiD· 1 shared

Activity by Year

2022-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 35 mutual co-author links

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2 shared papersNeuroscience

Alessandra GriffaORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintApr 25, 2023

Connectome embedding in multidimensional graph-invariant spaces

Mathieu Mach, Enrico Amico, Raphaël Liégeois…·Mangor Pedersen

The paper embeds brain networks into high-dimensional graph spaces using nodal invariants and shows improved classification accuracy in higher dimensions.

2 citations

humanstatistical model

𝕏 PostBluesky

NeurosciencebioRxivPreprintMay 9, 2022

Evidence for increased parallel information transmission in human brain networks compared to macaques and mice

Alessandra Griffa, Mathieu Mach, Julien Dedelley…·Enrico Amico

The paper compares information transmission patterns in human, macaque, and mouse brains, finding that humans use parallel pathways while other mammals use single pathways.

5 citations

humanmouse

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