Author

Kyung Geun Kim

University of California, Berkeley

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· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:electronic health records· 1 Approach:experimental assay· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

Kevin J. BenderiD· 2 shared Kristofer E. BouchardiD· 2 shared Roy Ben‐ShalomiD· 2 shared Alexander LaddiD· 1 shared Alon KorngreeniD· 1 shared Anand SiththaranjaniD· 1 shared Christopher Cross· 1 shared Henry KyoungiD· 1 shared

Activity by Year

2019-2021 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 33 mutual co-author links

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2 shared papersNeuroscience

Kevin J. BenderORCID

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2 papers

Recent·Most cited

NeuroscienceJournal of Neuroscience MethodsPeer-reviewedOct 30, 2021

NeuroGPU, software for NEURON modeling in GPU-based hardware

Roy Ben‐Shalom, Alexander Ladd, Nikhil S. Artherya…·Kevin J. Bender

NeuroGPU accelerates biophysically detailed neuronal simulations on GPUs, enabling faster parameter exploration and model fitting.

17 citations

experimental assaysoftware / tool

𝕏 PostBluesky

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

𝕏 PostBluesky