Author

Alisa D. Levin

Stanford UniversityORCID 0009-0003-0517-4843Unclaimed 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:benchmarking· 2 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:electronic health records· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Brandon G. JacquesiD· 2 shared Carrina IacobacciiD· 2 shared Chethan PandarinathiD· 2 shared Darrel R. DeoiD· 2 shared David M. BrandmaniD· 2 shared Donald T. AvansinoiD· 2 shared Francis R. WillettiD· 2 shared Jaimie M. HendersoniD· 2 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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2 shared papersNeuroscience

Brandon G. JacquesORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintJun 4, 2026

Neural decoding of speech using deep neural ensembles

Seonghyun Yoon, Donald T. Avansino, Sasidhar S. Madugula…·Francis R. Willett

This paper tests deep neural ensembles in real-time speech BCIs, showing reduced word error rates and introducing a computationally efficient pseudoensembling method.

DOI 10.64898/2026.06.02.729705

imagingdeep learning

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NeurosciencebioRxivPreprintJan 14, 2026

Cross-brain transfer of high-performance intracortical speech and handwriting BCIs

Alisa D. Levin, Donald T. Avansino, Foram B. Kamdar…·Francis R. Willett

This paper demonstrates cross-brain transfer learning for intracortical BCIs decoding speech and handwriting, showing improved performance with limited training data and specific decoder design.

4 citations

humanelectronic health records

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