Principled BCI Decoder Design and Parameter Selection Using a Feedback Control Model

Decoders optimized offline to reconstruct intended movements from neural recordings sometimes fail to achieve optimal performance online when they are used in closed-loop as part of an intracortical brain-computer interface (iBCI). This is because typical decoder calibration routines do not model th...

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Publicado no:Sci Rep
Main Authors: Willett, Francis R., Young, Daniel R., Murphy, Brian A., Memberg, William D., Blabe, Christine H., Pandarinath, Chethan, Stavisky, Sergey D., Rezaii, Paymon, Saab, Jad, Walter, Benjamin L., Sweet, Jennifer A., Miller, Jonathan P., Henderson, Jaimie M., Shenoy, Krishna V., Simeral, John D., Jarosiewicz, Beata, Hochberg, Leigh R., Kirsch, Robert F., Bolu Ajiboye, A.
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2019
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6586941/
https://ncbi.nlm.nih.gov/pubmed/31222030
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-44166-7
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