The effect of target and non-target similarity on neural classification performance: a boost from confidence

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Marathe, Amar R. ; Ries, Anthony J. ; Lawhern, Vernon J. ; Lance, Brent J. ; Touryan, Jonathan ; McDowell, Kaleb ; Cecotti, Hubert (2015)
  • Publisher: Frontiers Media S.A.
  • Journal: Frontiers in Neuroscience, volume 9 (issn: 1662-453X, eissn: 1662-453X)
  • Related identifiers: doi: 10.3389/fnins.2015.00270, pmc: PMC4544215
  • Subject: rapid serial visual presentation | Neuroscience | EEG | single-trial analysis | brain-computer interface | confidence | Original Research | classification

Brain computer interaction (BCI) technologies have proven effective in utilizing single-trial classification algorithms to detect target images in rapid serial visualization presentation tasks. While many factors contribute to the accuracy of these algorithms, a critica... View more
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