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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 …
facilitating analysis of high-density event-related potential (ERP) data. While every …
Moving beyond ERP components: a selective review of approaches to integrate EEG and behavior
Relationships between neuroimaging measures and behavior provide important clues about
brain function and cognition in healthy and clinical populations. While …
brain function and cognition in healthy and clinical populations. While …
[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 …
emotion, neurological and psychiatric disorders, and lifespan development. ERPs consist of …
ERPs and the study of emotion
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 …
last two decades. The rapid growth and popularity, however, have come with a definitional …
Ventral striatal and medial prefrontal BOLD activation is correlated with reward-related electrocortical activity: a combined ERP and fMRI study
Functional magnetic resonance imaging (fMRI) research suggests that the ventral striatum
(VS)/nucleus accumbens, medial prefrontal cortex (mPFC), and broader mesocorticolimbic …
(VS)/nucleus accumbens, medial prefrontal cortex (mPFC), and broader mesocorticolimbic …
Learning-induced neural plasticity of speech processing before birth
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 …
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 …
Event‐related potential studies of reward processing have consistently identified the
feedback negativity (FN), an early neural response that differentiates feedback indicating …
feedback negativity (FN), an early neural response that differentiates feedback indicating …
Differentiating neural responses to emotional pictures: Evidence from temporal‐spatial PCA
Consistent with the notion that emotional stimuli receive preferential attention and
perceptual processing, many event‐related potential (ERP) components appear sensitive to …
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
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 …
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 …
components. Geomin, Oblimin, Varimax, Promax, and Infomax (independent components …