Author

Brianna M. Karpowicz

Georgia Institute of TechnologyORCID 0000-0001-6519-4641Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Assay:electronic health records· 2 Approach:benchmark study· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Research Focus:drug response / drug discovery· 1 Organism:non-human primate· 1 Approach:statistical model· 1

Frequent Co-Authors

Chethan PandarinathiD· 2 shared Lee E. MilleriD· 2 shared Leigh R. HochbergiD· 2 shared Xuan MaiD· 2 shared Adam G. RouseiD· 1 shared Andrew R. SedleriD· 1 shared Chaofei FaniD· 1 shared Clay WashingtoniD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

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2 shared papersNeuroscience

Chethan PandarinathORCID

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2 papers

Recent·Most cited

Stabilizing brain-computer interfaces through alignment of latent dynamics

Brianna M. Karpowicz, Yahia H Ali, Lahiru N. Wimalasena, Andrew R. Sedler, Mohammad Reza Keshtkaran, Kevin L. Bodkin, Xuan Ma, Daniel B. Rubin, Ziv M. Williams, Sydney S. Cash, Leigh R. Hochberg, Lee E. Miller, Chethan Pandarinath

This paper introduces NoMAD, a method that stabilizes brain-computer interfaces by aligning latent dynamics, achieving stable decoding without supervised recalibration over long periods.

Nature Communications · May 19, 2025Peer-reviewedNeuroscience

Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark

Brianna M. Karpowicz, Joel Ye, Chaofei Fan, Pablo Tostado-Marcos, Fabio Rizzoglio, Clay Washington, Thiago Scodeler, Diogo de Lucena, Samuel R. Nason, Matthew J. Mender, Xuan Ma, Ezequiel M. Arneodo, Leigh R. Hochberg, Cynthia A. Chestek, Jaimie M. Henderson, , Chethan Pandarinath

The paper introduces FALCON, a benchmark suite for evaluating robustness of iBCI decoders using standardized datasets and evaluation metrics.

neural information processing systems · Jan 1, 2024Peer-reviewedNeuroscience