Author

Minxian Peng

City University of Hong KongORCID 0000-0003-0419-3543Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Organism:C. elegans· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:electronic health records· 1 Research Focus:gene regulatory network inference· 1 Approach:statistical model· 1

Frequent Co-Authors

Eli ShlizermaniD· 1 shared Jimin KimiD· 1 shared Qiang LiuiD· 1 shared Shuqi CheniD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperNeuroscience

Eli ShlizermanORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintDec 19, 2023

ElectroPhysiomeGAN: Generation of Biophysical Neuron Model Parameters from Recorded Electrophysiological Responses

Jimin Kim, Minxian Peng, Shuqi Chen…·Eli Shlizerman

The paper introduces EP-GAN, a deep learning method to generate Hodgkin-Huxley neuron model parameters from electrophysiological recordings, showing improved accuracy and speed compared to existing methods.

2 citations

C. eleganselectronic health records

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