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Cédric Allier

3 papers hereh-index 27 citations5 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • physics.optics1
  • q-bio.NC1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedDecomposing heterogeneous dynamical systems with graph neural networks

1 citations · 1 across the 3 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

q-bio.NC2026

Graph neural networks uncover structure and functions underlying the activity of simulated neural assemblies

Cédric Allier, Larissa Heinrich, Magdalena Schneider +1

Graph neural networks trained to predict observable dynamics can be used to decompose the temporal activity of complex heterogeneous systems into simple, interpretable representati…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.