TY - GEN
T1 - Single-trials ERPs predict correct answers to intelligence test questions
AU - Leydecker, Achim
AU - Biebmann, Felix
AU - Fazli, Siamac
PY - 2014
Y1 - 2014
N2 - Neurotechnology offers the potential to improve performance in cognitive tasks by tailoring the learning paradigm to the neurophysiological correlates of mental processes. Up to date, there are few studies that investigate the single trial performance of neural decoding in cognitive tasks. In this study we examine EEG data while a given subject is solving questions which are commonly used in intelligence quotient tests. Subjects are instructed to solve a number of visual template matching tasks. Our findings suggest that it is possible to decode the true answer from the subjects' ERP responses at the time of its presentation. These results indicate that neurophysiological markers could be useful for neurotechnology assisted learning paradigms.
AB - Neurotechnology offers the potential to improve performance in cognitive tasks by tailoring the learning paradigm to the neurophysiological correlates of mental processes. Up to date, there are few studies that investigate the single trial performance of neural decoding in cognitive tasks. In this study we examine EEG data while a given subject is solving questions which are commonly used in intelligence quotient tests. Subjects are instructed to solve a number of visual template matching tasks. Our findings suggest that it is possible to decode the true answer from the subjects' ERP responses at the time of its presentation. These results indicate that neurophysiological markers could be useful for neurotechnology assisted learning paradigms.
UR - http://www.scopus.com/inward/record.url?scp=84905750341&partnerID=8YFLogxK
U2 - 10.1109/PRNI.2014.6858528
DO - 10.1109/PRNI.2014.6858528
M3 - Conference contribution
AN - SCOPUS:84905750341
SN - 9781479941506
T3 - Proceedings - 2014 International Workshop on Pattern Recognition in Neuroimaging, PRNI 2014
BT - Proceedings - 2014 International Workshop on Pattern Recognition in Neuroimaging, PRNI 2014
PB - IEEE Computer Society
T2 - 4th International Workshop on Pattern Recognition in Neuroimaging, PRNI 2014
Y2 - 4 June 2014 through 6 June 2014
ER -