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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發表在: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.
格式: Artigo
語言:Inglês
出版: Nature Publishing Group UK 2019
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在線閱讀: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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