Author

Shani Kaminitz

Tel Aviv University

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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Assay:electronic health records· 1 Organism:mouse· 1 Organism:non-human primate· 1 Approach:statistical model· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Mussi Levin· 1 shared Ran DarshaniD· 1 shared Ulises PereiraiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperNeuroscience

Mussi Levin

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintOct 5, 2026

One Circuit, Many Flow Fields: Mechanistic Models of Single-Trial Neural Dynamics

Shani Kaminitz, Mussi Levin, Ulises Pereira, Ran Darshan

The paper introduces a mechanistic model to infer control parameters of neural circuits from single-trial activity, showing how internal states shape dynamics across trials.

DOI 10.64898/2026.06.01.729208

mousenon-human primate

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