Author

Charles G. Frye

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· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:electronic health records· 1 Organism:mouse· 1

Frequent Co-Authors

Danqian LiuiD· 1 shared Kristofer E. BouchardiD· 1 shared Yang DaniD· 1 shared Zeke BargeriD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperNeuroscience

Danqian LiuORCID

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1 paper

Recent·Most cited

Robust, automated sleep scoring by a compact neural network with distributional shift correction

Zeke Barger, Charles G. Frye, Danqian Liu, Yang Dan, Kristofer E. Bouchard

This paper introduces a compact neural network with mixture z-scoring to automate sleep scoring, showing it avoids systematic bias present in standard methods.

PLoS ONE · Dec 13, 2019Peer-reviewedNeuroscience