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Robust Brain-Machine Interface Design Using Optimal Feedback Control Modeling and Adaptive Point Process Filtering

Much progress has been made in brain-machine interfaces (BMI) using decoders such as Kalman filters and finding their parameters with closed-loop decoder adaptation (CLDA). However, current decoders do not model the spikes directly, and hence may limit the processing time-scale of BMI control and ad...

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Veröffentlicht in:PLoS Comput Biol
Hauptverfasser: Shanechi, Maryam M., Orsborn, Amy L., Carmena, Jose M.
Format: Artigo
Sprache:Inglês
Veröffentlicht: Public Library of Science 2016
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Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4818102/
https://ncbi.nlm.nih.gov/pubmed/27035820
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1004730
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