Author

Xiaochuang Han

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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

Frequent Co-Authors

Emmanuel Tanumihardja· 1 shared Eric Shea‐BrowniD· 1 shared Linxing Preston JiangiD· 1 shared Rajesh P. N. RaoiD· 1 shared Shirui CheniD· 1 shared Weijia ShiiD· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperNeuroscience

Emmanuel Tanumihardja

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1 paper

Recent·Most cited

Data Heterogeneity Limits the Scaling Effect of Pretraining in Neural Data Transformers

Linxing Preston Jiang, Shirui Chen, Emmanuel Tanumihardja, Xiaochuang Han, Weijia Shi, Eric Shea‐Brown, Rajesh P. N. Rao

This study shows that data heterogeneity limits the scaling benefits of pretraining neural data transformers in neuroscience datasets, suggesting that careful session selection can improve performance.

bioRxiv · May 12, 2025 · PreprintNeuroscience