Author

Joakim Bergli

University of OsloORCID 0000-0001-6673-0813Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:spatial transcriptomics· 1 Approach:statistical model· 1 Research Focus:synaptic & neural circuits· 1

Frequent Co-Authors

Markus Borud PetterseniD· 1 shared Mikkel Elle LepperødiD· 1 shared Nicolai HaugiD· 1 shared Thomas M. SurowieciD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperNeuroscience

Markus Borud PettersenORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintSep 25, 2025

Exponential Map Models as an Interpretable Framework for Generating Neural Spatial Representations

Markus Borud Pettersen, Nicolai Haug, Joakim Bergli…·Mikkel Elle Lepperød

This paper introduces an interpretable framework using exponential maps to generate neural spatial representations, showing how algebraic constraints produce path integration and grid/place cell-like fields.

DOI 10.1101/2025.09.25.678504

spatial transcriptomicsdeep learning

𝕏 PostBluesky