Author

Anand Siththaranjan

University of California, BerkeleyORCID 0000-0001-7679-0414Unclaimed 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 Assay:electronic health records· 1 Approach:statistical model· 1

Frequent Co-Authors

Henry KyoungiD· 1 shared J. T. BalewskiiD· 1 shared Kevin J. BenderiD· 1 shared Kristofer E. BouchardiD· 1 shared Kyung Geun Kim· 1 shared Roy Ben‐ShalomiD· 1 shared Vyassa L. Baratham· 1 shared

Activity by Year

2019-2019 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperNeuroscience

Henry KyoungORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintAug 6, 2019

Inferring neuronal ionic conductances from membrane potentials using CNNs

Roy Ben‐Shalom, J. T. Balewski, Anand Siththaranjan…·Kristofer E. Bouchard

This paper uses CNNs to infer neuronal ionic conductances from simulated membrane potentials, achieving better accuracy than traditional optimization methods.

7 citations

electronic health recordsdeep learning

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