Author

Hema A. Murthy

Indian Institute of Technology MadrasORCID 0000-0003-3611-6550Unclaimed 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 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:imaging· 1 Approach:statistical model· 1

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Jilt SebastianiD· 1 shared Mathew Magimai.-DossiD· 1 shared Mriganka SuriD· 1 shared

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2021-2021 · peak 1/yr

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1 shared paperNeuroscience

Jilt SebastianORCID

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1 paper

Recent·Most cited

NeurosciencePLoS Computational BiologyPeer-reviewedMar 1, 2021

Signal-to-signal Neural Networks for Improved Spike Estimation from Calcium Imaging Data

Jilt Sebastian, Mriganka Sur, Hema A. Murthy, Mathew Magimai.-Doss

The paper introduces a neural network-based method for spike estimation from calcium imaging data, outperforming existing methods in correlation metrics and showing generalization across calcium indicators.

22 citations

imagingdeep learning

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