Author

Nathan Davis

University of Washington

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Neuroscience· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:electronic health records· 1 Approach:statistical model· 1

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Bingni W. BruntoniD· 1 shared Rajesh P. N. RaoiD· 1 shared Steven M. PetersoniD· 1 shared Zoe Steine-HansoniD· 1 shared

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2021-2021 · peak 1/yr

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Bingni W. BruntonORCID

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Recent·Most cited

NeuroscienceJournal of Neural EngineeringPeer-reviewedJan 10, 2021

Generalized neural decoders for transfer learning across participants and recording modalities

Steven M. Peterson, Zoe Steine-Hanson, Nathan Davis…·Bingni W. Brunton

This paper introduces HTNet, a neural decoder that generalizes across participants and recording modalities, achieving performance comparable to tailored decoders with minimal data.

40 citations

electronic health recordsdeep learning

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