title: Topographical Subcomponents of Electrical Brain Activity Allow to Identify Semantic Learning.
abstract: We investigated the change of event-related brain activity elicited by reading meaningful or meaningless Japanese symbols in 20 healthy German adults. In a learning phase of about 20 min, subjects acquired the meaning of 20 Kanji characters. As control stimuli 20 different Kanji characters were presented. Electrical brain activity was obtained before and after learning, The mean learning performance of all subjects was 92.5% correct responses. EEG was measured simultaneously from 30 channels, artifacts were removed offline, and the data before and after learning were compared. We found five spatial principal components that accounted for 83.8% of the variance. A significant interaction between training time (before/after learning) and stimulus (learning/control) illustrates a significant relation between successful learning and topographical changes of brain activity elicited by Kanji characters. Effects that were induced by learning were seen at short latencies in the order of 100 ms. In addition, we present evidence that differences in the weighted combination of spatial components allow to identify experimental conditions successfully by linear discriminant analysis using topographical ERP data of a single time point. In conclusion, semantic meaning can be aquired rapidly and it is associated with specific changes of ERP components.
authors.affiliation: Institute of Physiology, Justus-Liebig University, 35392, Giessen, Germany. Wolfgang.Skrandies@physiologie.med.uni-giessen.de.|Faculty of Psychology, Rissho University, Shinagawa, Tokyo, Japan. Wolfgang.Skrandies@physiologie.med.uni-giessen.de.
authors.forename: Wolfgang
authors.initials: W
authors.lastname: Skrandies
authors.affiliation: Faculty of Psychology, Rissho University, Shinagawa, Tokyo, Japan.
authors.forename: Haruo
authors.initials: H
authors.lastname: Shinoda
mesh_terms: D000328:Adult; D001921:Brain / Q000502:physiology*; D001931:Brain Mapping; D003071:Cognition; D004569:Electroencephalography; D005071:Evoked Potentials / Q000502:physiology*; D005260:Female; D064368:Healthy Volunteers; D006801:Humans; D007858:Learning / Q000502:physiology*; D008297:Male; D025341:Principal Component Analysis; D011932:Reading; D012660:Semantics
keywords: Discriminant analysis; EEG/ERP; Japanese Kanji; Semantic learning; Spatial principal components; Topography