Author

Amina Abdelbaki

University of Cologne

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Organism:Drosophila· 1 Assay:imaging· 1

Frequent Co-Authors

Ilona C Grunwald KadowiD· 1 shared Karen Y. ChengiD· 1 shared Martin Paul NawrotiD· 1 shared Paul Bandow· 1 shared Vahid RostamiiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperNeuroscience

Ilona C Grunwald KadowORCID

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1 paper

Recent·Most cited

Deep Representation Learning on Whole-Brain Population Dynamics Uncovers Geometrically Separable Neural Codes

Amina Abdelbaki, Paul Bandow, Karen Y. Cheng, Ilona C Grunwald Kadow, Martin Paul Nawrot, Vahid Rostami

The paper develops a deep-learning framework to learn interpretable representations of whole-brain neural dynamics in Drosophila without neuronal identification, revealing factorized organization along metabolic state, sensory modality, and stimulus valence axes.

bioRxiv · Sep 28, 2026 · PreprintNeuroscience