Author

Sichao Liu

MRC Cognition and Brain Sciences UnitORCID 0000-0002-1909-0507Unclaimed ORCID profile · follow to get notified of new preprints

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:deconvolution· 1 Approach:deep learning· 1 Assay:electronic health records· 1 Approach:statistical model· 1

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Alexandra WoolgariD· 1 shared John DuncaniD· 1 shared Richard N. HensoniD· 1 shared Runhao LuiD· 1 shared Yanan LiuiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperNeuroscience

Alexandra WoolgarORCID

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1 paper

Recent·Most cited

HeteroRC: Decoding latent information from dynamic neural responses with interpretable heterogeneous reservoir computing

Runhao Lu, Sichao Liu, Yanan Liu, John Duncan, Richard N. Henson, Alexandra Woolgar

HeteroRC improves neural decoding by capturing nonlinear and non-phase-locked dynamics, outperforming linear methods and revealing latent neural representations in EEG data.

bioRxiv · Apr 7, 2026 · PreprintNeuroscience