Predicting variations of perceptual performance across individuals from neural activity using pattern classifiers.
Das
Koel
K
Department of Psychology and Institute for Collaborative Biotechnologies, University of California Santa Barbara, Santa Barbara, CA 93106-9660, USA.
Giesbrecht
Barry
B
Eckstein
Miguel P
MP
D000293:Adolescent; D000328:Adult; D000465:Algorithms; D019540:Area Under Curve; D001185:Artificial Intelligence; D001336:Automobiles; D003627:Data Interpretation, Statistical; D004569:Electroencephalography / Q000706:statistics & numerical data*; D005071:Evoked Potentials / Q000502:physiology; D005145:Face; D005260:Female; D006801:Humans; D007206:Individuality; D016014:Linear Models; D008297:Male; D010465:Perception / Q000502:physiology*; D010775:Photic Stimulation; D025341:Principal Component Analysis; D011597:Psychomotor Performance / Q000502:physiology*; D012372:ROC Curve; D055815:Young Adult