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E. Chandra Fincke

Yale University

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Neuroscience· 1

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Organism:human· 1 Assay:imaging· 1 Approach:statistical model· 1

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Erica L. BuschiD· 1 shared Guillaume LajoieiD· 1 shared Nicholas B. Turk‐BrowneiD· 1 shared Smita KrishnaswamyiD· 1 shared

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Erica L. BuschORCID

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NeurosciencebioRxivPreprintMar 29, 2025

Accelerated learning of a noninvasive human brain-computer interface via manifold geometry

Erica L. Busch, E. Chandra Fincke, Guillaume Lajoie…·Nicholas B. Turk‐Browne

This study shows that leveraging the intrinsic manifold geometry of brain activity can accelerate learning of a noninvasive BCI by aligning brain activity within the manifold during task performance.

DOI 10.1101/2025.03.29.646109

humanimaging

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