Author

Doris Voina

University of WashingtonORCID 0000-0001-9235-6829Unclaimed 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:dimensionality reduction· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:imaging· 1

Frequent Co-Authors

Eric Shea‐BrowniD· 2 shared Ştefan MihalaşiD· 2 shared Brian HuiD· 1 shared Stefano RecanatesiiD· 1 shared

Activity by Year

2020-2023 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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2 shared papersNeuroscience

Eric Shea‐BrownORCID

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2 papers

Recent·Most cited

NeuroscienceNeural NetworksPeer-reviewedNov 1, 2023

A biologically inspired architecture with switching units can learn to generalize across backgrounds

Doris Voina, Eric Shea‐Brown, Ştefan Mihalaş

The paper introduces a bio-inspired neural network architecture with switching units that improves generalization across different visual backgrounds.

2 citations

imagingdeep learning

𝕏 PostBluesky

NeurosciencebioRxivPreprintSep 24, 2020

Single circuit in V1 capable of switching contexts during movement using VIP population as a switch

Doris Voina, Stefano Recanatesi, Brian Hu…·Ştefan Mihalaş

The paper demonstrates a neural circuit in V1 that can switch between static and moving visual contexts using a VIP population as a switch, achieving efficient context-dependent processing.

1 citation

mousespatial transcriptomics

𝕏 PostBluesky