Author

Jingya Huang

University of California San DiegoORCID 0009-0009-1792-1766Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:differential expression· 2 Organism:human· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Assay:electronic health records· 1

Frequent Co-Authors

Gal MishneiD· 2 shared Ram Dyuthi SristiiD· 2 shared Sowmya Manojna NarasimhaiD· 2 shared Vikash GiljaiD· 2 shared Aashish N. PateliD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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2 shared papersBioengineering

Gal MishneORCID

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2 papers

Recent·Most cited

BioengineeringbioRxivPreprintApr 6, 2026

Probabilistic Co-Control in Brain-Computer Interfaces: Uncertainty as a Control Signal in Brain-to-Text Decoding

Jingya Huang, Sowmya Manojna Narasimha, Aashish N. Patel…·Vikash Gilja

This paper improves uncertainty estimation in brain-to-text BCIs by modifying training objectives and evaluation metrics, leading to more reliable and informative predictions.

1 citation

humanelectrophysiology

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NeurosciencebioRxivPreprintFeb 11, 2026

Compositional decoding of neural activity enhances generalization in handwriting BCIs

Sowmya Manojna Narasimha, Jingya Huang, Ram Dyuthi Sristi…·Gal Mishne

This paper introduces a compositional decoding model for handwriting BCIs that improves generalization by leveraging behavioral motifs.

1 citation

humanelectronic health records

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