Author

Dongqi Han

Microsoft (United States)ORCID 0000-0002-6872-7121Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:electronic health records· 1 Organism:mouse· 1 Approach:statistical model· 1

Frequent Co-Authors

Dongsheng LiiD· 1 shared Erik De SchutteriD· 1 shared Fuqing Ren· 1 shared Sungho HongiD· 1 shared Y S YangiD· 1 shared Yansen WangiD· 1 shared Yimu Zhang· 1 shared Yu GuiD· 1 shared

Activity by Year

2019-2026 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 22 mutual co-author links

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1 shared paperNeuroscience

Dongsheng LiORCID

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2 papers

Recent·Most cited

From Hodgkin-Huxley to Pretrained Neural Inference AI

Yimu Zhang, Dongqi Han, Zhenning Lv, Fuqing Ren, Yansen Wang, Y S Yang, Dongsheng Li, Yu Gu

This paper trains neural networks on biophysical simulations to infer single-neuron activity and cell-type properties across species and brain regions without using real data.

bioRxiv · Jul 20, 2026 · PreprintNeuroscience

Lamina-specific neuronal properties promote robust, stable signal propagation in feedforward networks

Dongqi Han, Erik De Schutter, Sungho Hong

The paper shows that layer-specific neuronal properties in feedforward networks enhance signal and information transmission by enabling complementary signal transformations across layers.

bioRxiv · May 14, 2019 · PreprintNeuroscience