Applying principal components analysis to event-related potentials: a tutorial

J Dien - Developmental neuropsychology, 2012 - Taylor & Francis
Principal components analysis (PCA) has attracted increasing interest as a tool for
facilitating analysis of high-density event-related potential (ERP) data. While every …

[КНИГА][B] The Oxford handbook of event-related potential components

SJ Luck, ES Kappenman - 2011 - books.google.com
Event-related potentials (ERPs) have been used for decades to study perception, cognition,
emotion, neurological and psychiatric disorders, and lifespan development. ERPs consist of …

ERPs and the study of emotion

G Hajcak, A Weinberg, A MacNamara… - The Oxford handbook …, 2012 - books.google.com
Interest in the neuroscience of emotion has increased dramatically over the course of the
last two decades. The rapid growth and popularity, however, have come with a definitional …

Learning-induced neural plasticity of speech processing before birth

E Partanen, T Kujala, R Näätänen, A Liitola… - Proceedings of the …, 2013 - pnas.org
Learning, the foundation of adaptive and intelligent behavior, is based on plastic changes in
neural assemblies, reflected by the modulation of electric brain responses. In infancy …

Event‐related potential activity in the basal ganglia differentiates rewards from nonrewards: Temporospatial principal components analysis and source localization of …

D Foti, A Weinberg, J Dien, G Hajcak - Human brain map**, 2011 - Wiley Online Library
Event‐related potential studies of reward processing have consistently identified the
feedback negativity (FN), an early neural response that differentiates feedback indicating …

Differentiating neural responses to emotional pictures: Evidence from temporal‐spatial PCA

D Foti, G Hajcak, J Dien - Psychophysiology, 2009 - Wiley Online Library
Consistent with the notion that emotional stimuli receive preferential attention and
perceptual processing, many event‐related potential (ERP) components appear sensitive to …

Depression and reduced sensitivity to non-rewards versus rewards: Evidence from event-related potentials

D Foti, G Hajcak - Biological psychology, 2009 - Elsevier
Depression has been characterized in recent years in terms of deficits in positive affect and
an underactive approach-related motivational system. Consistent with this view, behavioral …

Evaluating two‐step PCA of ERP data with geomin, infomax, oblimin, promax, and varimax rotations

J Dien - Psychophysiology, 2010 - Wiley Online Library
Principal components analysis (PCA) can facilitate analysis of event‐related potential (ERP)
components. Geomin, Oblimin, Varimax, Promax, and Infomax (independent components …