Author

Johann Rudi

Argonne National LaboratoryORCID 0000-0002-6563-9265Unclaimed 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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Approach:Bayesian inference· 1 Approach:statistical model· 1

Frequent Co-Authors

Charles J. HeckmaniD· 1 shared Gideon IdumahiD· 1 shared James VelascoiD· 1 shared Matthieu K. ChardoniD· 1 shared Nirvik SinhaiD· 1 shared Randall K. PowersiD· 1 shared Yearnchee Curtis WangiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperNeuroscience

Charles J. HeckmanORCID

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1 paper

Recent·Most cited

Algorithmic Parameter Estimation and Uncertainty Quantification for Hodgkin-Huxley Neuron Models

Yearnchee Curtis Wang, Nirvik Sinha, Johann Rudi, James Velasco, Gideon Idumah, Randall K. Powers, Charles J. Heckman, Matthieu K. Chardon

The paper introduces a Bayesian MCMC method with adaptive parallel tempering to estimate parameters and quantify uncertainty in Hodgkin-Huxley neuron models using voltage trace data.

bioRxiv · Nov 18, 2021 · PreprintNeuroscience