Author

Jake A. Swann

University College London

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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Research Focus:benchmarking· 1 Assay:electronic health records· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1 Organism:rat· 1

Frequent Co-Authors

Alejandro Pan-VazqueziD· 1 shared Alessio Paolo BuccinoiD· 1 shared Alexander KleinjohanniD· 1 shared Anoushka JainiD· 1 shared Björn Kampa· 1 shared Chris HalcrowiD· 1 shared Federico SpurioiD· 1 shared Jüergen GalliD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperNeuroscience

Alejandro Pan-VazquezORCID

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1 paper

Recent·Most cited

UnitRefine: A Community Toolbox for Automated Spike Sorting Curation

Anoushka Jain, Robyn Greene, Chris Halcrow, Jake A. Swann, Alexander Kleinjohann, Federico Spurio, Severin Graff, Alejandro Pan-Vazquez, Björn Kampa, Jüergen Gall, Sonja Grün, Olivier Winter, Alessio Paolo Buccino, Matthias H. Hennig, Simon Musall

UnitRefine automates spike sorting curation using machine learning models trained on expert annotations, achieving human-level performance across species and datasets.

bioRxiv · Mar 30, 2025 · PreprintNeuroscience