Author

Derek Xiao

University of California, Los Angeles

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Neuroscience· 1

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

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Chandramouli ChandrasekaraniD· 1 shared Ebrahim FeghhiiD· 1 shared Eric LeeiD· 1 shared Jonathan C. KaoiD· 1 shared Michael KleinmaniD· 1 shared Nicole CarriD· 1 shared Nima HadidiiD· 1 shared Tian WangiD· 1 shared

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2023-2023 · peak 1/yr

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9 top collaborators · 36 mutual co-author links

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1 shared paperNeuroscience

Chandramouli ChandrasekaranORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintJul 12, 2023

The information bottleneck as a principle underlying multi-area cortical representations during decision-making

Michael Kleinman, Tian Wang, Derek Xiao…·Jonathan C. Kao

The paper shows that brain areas form minimal sufficient representations of task inputs through preferential propagation of relevant information during decision-making.

1 citation

electronic health recordsdeep learning

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