Author

Sathvik Udupa

Indian Institute of Science BangaloreORCID 0000-0002-2225-5464Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1 Organism:zebrafish· 1

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Aalok VarmaiD· 1 shared Mohini SenguptaiD· 1 shared Prasanta Kumar GhoshiD· 1 shared Vatsala ThirumalaiiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperNeuroscience

Aalok VarmaORCID

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1 paper

Recent·Most cited

NeuroscienceThe Journal of PhysiologyPeer-reviewedMar 14, 2024

A machine-learning tool to identify bistable states from calcium imaging data

Aalok Varma, Sathvik Udupa, Mohini Sengupta…·Vatsala Thirumalai

The paper introduces CaMLSort, a tool that classifies calcium imaging data from bistable neurons into tonic or bursting states using machine learning, validated on both simulated and real data.

5 citations

zebrafishmouse

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