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

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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

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1 shared paperNeuroscience

Alexandra WoolgarORCID

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1 paper

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NeurosciencebioRxivPreprintApr 7, 2026

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

Runhao Lu, Sichao Liu, Yanan Liu…·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.

DOI 10.64898/2026.04.04.716475

electronic health recordsdeep learning

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