Author

C. Broichhagen

University of Freiburg

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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Bioinformatics· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Antje KiliasiD· 1 shared Florian Eichin· 1 shared Harald BinderiD· 1 shared Jan SchmoranzeriD· 1 shared Maren HackenbergiD· 1 shared Marlene BartosiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Antje KiliasORCID

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1 paper

Recent·Most cited

Incorporating structural knowledge into unsupervised deep learning for two-photon imaging data

Florian Eichin, Maren Hackenberg, C. Broichhagen, Antje Kilias, Jan Schmoranzer, Marlene Bartos, Harald Binder

The paper develops an unsupervised deep learning model for two-photon imaging data that incorporates structural knowledge to improve interpretability and modeling of neural activity.

bioRxiv · May 18, 2021 · PreprintBioinformatics