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Stabilization of a brain-computer interface via the alignment of low-dimensional spaces of neural activity

The instability of neural recordings can render clinical brain-computer interfaces (BCIs) uncontrollable. Here, we show that the alignment of low-dimensional neural manifolds (low-dimensional spaces that describe specific correlation patterns between neurons) can be used to stabilize neural activity...

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Dettagli Bibliografici
Pubblicato in:Nat Biomed Eng
Autori principali: Degenhart, Alan D., Bishop, William E., Oby, Emily R., Tyler-Kabara, Elizabeth C., Chase, Steven M., Batista, Aaron P., Yu, Byron M.
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2020
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7822646/
https://ncbi.nlm.nih.gov/pubmed/32313100
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41551-020-0542-9
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