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• W2328670236 abstract "The P300 Speller brain-computer interface (BCI) is a virtual keyboard that allows users to type without requiring neuromuscular control. P300 Speller research commonly aims to improve the system accuracy, which is typically estimated by spelling a small number of characters and calculating the percent spelled correctly. In this paper we introduce a new method for estimating the long-term (“projected”) accuracy, which utilizes all available flash data and a probabilistic model of the Speller system to produce an estimate with lower variance and lower granularity than the standard measure. We apply the new method to 110 previously-collected P300 Speller runs to confirm its consistency, and simulate spelling runs from real subject data to demonstrate lower variance on the accuracy estimate for any given amount of data." @default.
• W2328670236 created "2016-06-24" @default.
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• W2328670236 date "2014-09-01" @default.
• W2328670236 modified "2023-09-26" @default.
• W2328670236 title "Projected Accuracy Metric for the P300 Speller" @default.
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• W2328670236 doi "https://doi.org/10.1109/tnsre.2014.2324892" @default.
• W2328670236 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/25203496" @default.
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