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. 2018 May 1;12:262. doi: 10.3389/fnins.2018.00262

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Copyright © 2018 Miran, Akram, Sheikhattar, Simon, Zhang and Babadi.

This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

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Summary of the real-time classification results in application to real EEG data. (A) A generic example of the state-space output for a trial illustrating the classification conventions. (B) Classification results per trial for all subjects; each circle corresponds to a trial and the subjects are color-coded. The trials falling below the dashed line have more incorrectly classified instances than correctly classified ones. (C) Average classification performance over all trials for the three subjects.