Regression-based estimation of ERP waveforms: I. The rERP framework.

Abstract:

:ERP averaging is an extraordinarily successful method, but can only be applied to a limited range of experimental designs. We introduce the regression-based rERP framework, which extends ERP averaging to handle arbitrary combinations of categorical and continuous covariates, partial confounding, nonlinear effects, and overlapping responses to distinct events, all within a single unified system. rERPs enable a richer variety of paradigms (including high-N naturalistic designs) while preserving the advantages of traditional ERPs. This article provides an accessible introduction to what rERPs are, why they are useful, how they are computed, and when we should expect them to be effective, particularly in cases of partial confounding. A companion article discusses how nonlinear effects and overlap correction can be handled within this framework, as well as practical considerations around baselining, filtering, statistical testing, and artifact rejection. Free software implementing these techniques is available.

journal_name

Psychophysiology

journal_title

Psychophysiology

authors

Smith NJ,Kutas M

doi

10.1111/psyp.12317

subject

Has Abstract

pub_date

2015-02-01 00:00:00

pages

157-68

issue

2

eissn

0048-5772

issn

1540-5958

journal_volume

52

pub_type

杂志文章
  • Cortical auditory evoked potentials in mild cognitive impairment: Evidence from a temporal-spatial principal component analysis.

    abstract::Mild cognitive impairment (MCI) is considered an intermediate transitional stage for the development of dementia, especially Alzheimer's disease. The identification of neurophysiological biomarkers for MCI will allow improvement in detecting and tracking the progression of cognitive impairment. The primary objective o...

    journal_title:Psychophysiology

    pub_type: 杂志文章

    doi:10.1111/psyp.13466

    authors: Buján A,Lister JJ,O'Brien JL,Edwards JD

    更新日期:2019-12-01 00:00:00

  • Preparatory suppression and facilitation of voluntary and involuntary responses to loud acoustic stimuli in an anticipatory timing task.

    abstract::In this study, we sought to characterize the effects of intense sensory stimulation on voluntary and involuntary behaviors at different stages of preparation for an anticipated action. We presented unexpected loud acoustic stimuli (LAS) at-rest and at three critical times during active movement preparation (-1,192, -3...

    journal_title:Psychophysiology

    pub_type: 杂志文章

    doi:10.1111/psyp.13730

    authors: Nguyen AT,Jacobs LA,Tresilian JR,Lipp OV,Marinovic W

    更新日期:2021-02-01 00:00:00

  • Effects of short-term aerobic training versus CPAP therapy on heart rate variability in moderate to severe OSA patients.

    abstract::We compared the effects of 2-month CPAP or exercise training (ET) therapies on the autonomic balance in moderate to severe obstructive sleep apnea (OSA) through heart rate variability (HRV) analysis. Thirty-nine OSA patients were divided into CPAP (n = 18) and ET (n = 21) groups, being further split into hypertensive ...

    journal_title:Psychophysiology

    pub_type: 杂志文章

    doi:10.1111/psyp.13771

    authors: Cipriano LHC,Borges YG,Mill JG,Mauad H,Martins de Araújo MT,Gouvea SA

    更新日期:2021-01-22 00:00:00

  • Cardiac cycle time effects on selection efficiency in vision.

    abstract::The effect of cardiac cycle time on attentional selection was investigated in an experiment in which participants classified target letters in a visual selection task. Stimulus onsets were aligned to the R wave of the electrocardiogram and stimuli presented either during the ventricular systole or diastole. Selection ...

    journal_title:Psychophysiology

    pub_type: 杂志文章

    doi:10.1111/psyp.12728

    authors: Pramme L,Larra MF,Schächinger H,Frings C

    更新日期:2016-11-01 00:00:00

  • Affective modulation and prepulse inhibition of startle among undergraduates high and low in behavioral inhibition and approach.

    abstract::Valence modulation and prepulse inhibition of startle were examined among 80 undergraduates scoring in the upper and lower quartiles of self-report measures of behavioral inhibition (BIS) and behavioral approach (BAS). Participants viewed a series of pleasant, neutral, and unpleasant pictures. Acoustic startle probes ...

    journal_title:Psychophysiology

    pub_type: 临床试验,杂志文章

    doi:10.1111/1469-8986.00013

    authors: Hawk LW Jr,Kowmas AD

    更新日期:2003-01-01 00:00:00

  • A psychometric study of surface electrode placements for facial electromyographic recording: I. The brow and cheek muscle regions.

    abstract::Despite the burgeoning literature using facial electromyography (EMG) to study cognitive and emotional processes, the psychometric properties of facial EMG measurement have received little attention. Two experiments were conducted to assess the reliability and validity of facial EMG as a measure of specific facial act...

    journal_title:Psychophysiology

    pub_type: 杂志文章

    doi:10.1111/j.1469-8986.1989.tb03125.x

    authors: Tassinary LG,Cacioppo JT,Geen TR

    更新日期:1989-01-01 00:00:00

  • After the P3: late executive processes in stimulus categorization.

    abstract::Two experiments examined the hypothesis that dual systems of stimulus evaluation for categorization can be observed in event-related potentials: one whose duration is indexed by the latency of the P3 component, and a second evident in a later frontal potential. Subjects categorized artificial animals by a "two out of ...

    journal_title:Psychophysiology

    pub_type: 杂志文章

    doi:10.1111/j.1469-8986.2010.01146.x

    authors: Folstein JR,van Petten C

    更新日期:2011-06-01 00:00:00

  • Autonomic cardiac control. III. Psychological stress and cardiac response in autonomic space as revealed by pharmacological blockades.

    abstract::Behavioral contexts can evoke a variety of autonomic modes of response, characterized by reciprocal, coactive, or independent changes in the autonomic divisions. In the present study, we investigated the reactive autonomic control of the heart in response to psychological stressors, using quantitative methods for anal...

    journal_title:Psychophysiology

    pub_type: 临床试验,杂志文章,随机对照试验

    doi:10.1111/j.1469-8986.1994.tb02352.x

    authors: Berntson GG,Cacioppo JT,Binkley PF,Uchino BN,Quigley KS,Fieldstone A

    更新日期:1994-11-01 00:00:00

  • Variability in AC amplifier distortions: estimation and correction.

    abstract::AC amplifiers can introduce significant distortions into the low frequency and DC components of recorded electrophysiological data such as event-related potentials (ERPs). Methods for correcting such distortions (i.e., estimating the waveform of the original data) after the data have been amplified and recorded rely o...

    journal_title:Psychophysiology

    pub_type: 杂志文章

    doi:10.1017.S0048577202394150

    authors: Joyce CA,Gorodnitsky IF,Teder-Sälejärvi WA,King JW,Kutas M

    更新日期:2002-09-01 00:00:00

  • ERP differences in visual attention processing between attention-deficit hyperactivity disorder and control boys in the absence of performance differences.

    abstract::Event-related potentials (ERPs) were recorded during a visual two-choice reaction time (RT) task in attention-deficit hyperactivity disorder (ADHD) and control boys selected using strict inclusion and exclusion criteria. No group differences were found in mean RT and correct responses. Although early occipital ERPs we...

    journal_title:Psychophysiology

    pub_type: 临床试验,杂志文章

    doi:

    authors: Karayanidis F,Robaey P,Bourassa M,De Koning D,Geoffroy G,Pelletier G

    更新日期:2000-05-01 00:00:00

  • A simple method for computer quantification of stage REM eye movement potentials.

    abstract::We describe a simple method for computer quantification of eye movement (EM) potentials during REM sleep. This method can be applied by investigators using either period-amplitude (PA) or Fast Fourier Transform (FFT) spectral EEG analysis without special hardware or computer programming. It provides good correlations ...

    journal_title:Psychophysiology

    pub_type: 临床试验,杂志文章

    doi:10.1017/s0048577201000816

    authors: Tan X,Campbell IG,Feinberg I

    更新日期:2001-05-01 00:00:00

  • Visual categorization during childhood: an ERP study.

    abstract::Categorization is a basic means of organizing the world around us and offers a simple way to process the mass of stimuli one perceives every day. The ability to categorize appears early in infancy, and has important ramifications for the acquisition of other cognitive capacities, but little is known of its development...

    journal_title:Psychophysiology

    pub_type: 临床试验,杂志文章

    doi:10.1017.S0048577202010764

    authors: Batty M,Taylor MJ

    更新日期:2002-07-01 00:00:00

  • You see what you have learned. Evidence for an interrelation of associative learning and visual selective attention.

    abstract::Besides visual salience and observers' current intention, prior learning experience may influence deployment of visual attention. Associative learning models postulate that observers pay more attention to stimuli previously experienced as reliable predictors of specific outcomes. To investigate the impact of learning ...

    journal_title:Psychophysiology

    pub_type: 杂志文章,随机对照试验

    doi:10.1111/psyp.12514

    authors: Feldmann-Wüstefeld T,Uengoer M,Schubö A

    更新日期:2015-11-01 00:00:00

  • Neuroticism, cortisol reactivity, and antibody response to vaccination.

    abstract::This study examined whether neuroticism was related to the antibody response to influenza vaccination and whether the relationship was mediated by cortisol reactions to acute laboratory mental stress. Antibody status was assessed at baseline and to a trivalent influenza vaccination in 57 students at 5-week and 5-month...

    journal_title:Psychophysiology

    pub_type: 临床试验,杂志文章

    doi:10.1111/j.1469-8986.2005.00281.x

    authors: Phillips AC,Carroll D,Burns VE,Drayson M

    更新日期:2005-03-01 00:00:00

  • Effects of isoproterenol on T-wave amplitude and heart rate: a dose-response study.

    abstract::This report examines the hypothesis that electrocardiographic T-wave amplitude is sensitive to graded increases in beta-sympathetic stimulation of the heart. Beta-adrenergic activity was manipulated pharmacologically in 9 healthy men by bolus infusion of isoproterenol in each of six doses: 0.1, 0.25, 0.5, 1.0, 2.0, an...

    journal_title:Psychophysiology

    pub_type: 临床试验,杂志文章

    doi:10.1111/j.1469-8986.1991.tb00731.x

    authors: Contrada RJ,Dimsdale J,Levy L,Weiss T

    更新日期:1991-07-01 00:00:00

  • Somatosensory mu activity reflects imagined pain intensity of others.

    abstract::In accordance with simulation theories of empathy, the somatosensory cortex is involved in the perception of pain of others. Cognitive processes, like perspective taking, can alter empathy-related activity within the somatosensory cortex. The current study investigates whether this modulation is caused by the imagined...

    journal_title:Psychophysiology

    pub_type: 杂志文章

    doi:10.1111/psyp.12522

    authors: Hoenen M,Lübke KT,Pause BM

    更新日期:2015-12-01 00:00:00

  • Stress effects on learning and feedback-related neural activity depend on feedback delay.

    abstract::Depending on feedback timing, the neural structures involved in learning differ, with the dopamine system including the dorsal striatum and anterior cingulate cortex (ACC) being more important for learning from immediate than delayed feedback. As stress has been shown to promote striatum-dependent learning, the curren...

    journal_title:Psychophysiology

    pub_type: 杂志文章

    doi:10.1111/psyp.13471

    authors: Paul M,Bellebaum C,Ghio M,Suchan B,Wolf OT

    更新日期:2020-02-01 00:00:00

  • Is motor inhibition during laughter due to emotional or respiratory influences?

    abstract::We compared the effects of laughter and several respiratory movements on spinal motor excitability to unravel their respective influences. We measured H-reflexes in 13 healthy volunteers during 10 different tasks (including laughter, simulated laughter, and various respiratory movements). We compared the percentage th...

    journal_title:Psychophysiology

    pub_type: 临床试验,杂志文章

    doi:10.1111/j.1469-8986.2003.00145.x

    authors: Overeem S,Taal W,Ocal Gezici E,Lammers GJ,Van Dijk JG

    更新日期:2004-03-01 00:00:00

  • The lateralized readiness potential: relationship between human data and response activation in a connectionist model.

    abstract::Psychophysiological measures such as the lateralized readiness potential (LRP) have been used to study information processing in the Eriksen flankers task. The data provided by these measures are consistent with a continuous flow theory, which proposes that the output of stimulus evaluation is continuously available t...

    journal_title:Psychophysiology

    pub_type: 杂志文章

    doi:10.1017/s0048577299970749

    authors: Spencer KM,Coles MG

    更新日期:1999-05-01 00:00:00

  • Neural sensitivity to human voices: ERP evidence of task and attentional influences.

    abstract::In an earlier study, we found that human voices evoked a positive event-related potential (ERP) peaking at approximately 320 ms after stimulus onset, distinctive from those elicited by instrumental tones. Here we show that though similar in latency to the Novelty P3, this Voice-Sensitive Response (VSR) differs in ante...

    journal_title:Psychophysiology

    pub_type: 临床试验,杂志文章

    doi:10.1111/1469-8986.00031

    authors: Levy DA,Granot R,Bentin S

    更新日期:2003-03-01 00:00:00

  • Backward masking during rapid serial visual presentation affects the amplitude but not the latency of the P3 event-related potential.

    abstract::Masking of the first target in the attentional blink (AB) paradigm increases the magnitude of the AB relative to when the first target is not masked. We examined the underlying causes of this effect in an experiment in which a single target was presented in a rapid visual serial presentation stream. The P3 to the targ...

    journal_title:Psychophysiology

    pub_type: 杂志文章

    doi:10.1111/j.1469-8986.2010.00993.x

    authors: Brisson B,Robitaille N,Deland-Bélanger A,Spalek TM,Di Lollo V,Jolicoeur P

    更新日期:2010-09-01 00:00:00

  • Life events and hemodynamic stress reactivity in the middle-aged and elderly.

    abstract::Recent versions of the reactivity hypothesis, which consider it to be the product of stress exposure and exaggerated hemodynamic reactions to stress that confers cardiovascular disease risk, assume that reactivity is independent of the experience of stressful life events. This assumption was tested in two substantial ...

    journal_title:Psychophysiology

    pub_type: 临床试验,杂志文章

    doi:10.1111/j.1469-8986.2005.00282.x

    authors: Carroll D,Phillips AC,Ring C,Der G,Hunt K

    更新日期:2005-05-01 00:00:00

  • Changes in rolandic mu rhythm during observation of a precision grip.

    abstract::We recorded 128-channel EEG from 16 participants while they observed, imitated, and self-initiated the precision grip of a manipulandum. Mu rhythm amplitudes were significantly lower during observation of a precision grip than during observation of a simple hand extension without object interaction. Scalp topographies...

    journal_title:Psychophysiology

    pub_type: 杂志文章

    doi:10.1046/j.1469-8986.2003.00129.x

    authors: Muthukumaraswamy SD,Johnson BW

    更新日期:2004-01-01 00:00:00

  • ERP correlates of complex human decision making in a gambling paradigm: detection and resolution of conflict.

    abstract::The present event-related potential study investigated the correlates of decision making in relation to the amount of response conflict. In a gambling paradigm, response conflict was introduced by giving participants the option to either gamble or pass. Second, the odds and gains in each trial were manipulated to make...

    journal_title:Psychophysiology

    pub_type: 杂志文章

    doi:10.1111/j.1469-8986.2008.00678.x

    authors: Mennes M,Wouters H,van den Bergh B,Lagae L,Stiers P

    更新日期:2008-09-01 00:00:00

  • Effects of potentially phobic conditioned stimuli on retention, reconditioning, and extinction of the conditioned skin conductance response.

    abstract::Discriminative classical conditioning of skin conductance responses (SCRs) was studied in 163 college students as a function of four variables: CS type (potentially phobic versus neutral conditioned stimuli), Sex of the subject, Interstimulus interval (ISI) during conditioning (.5 versus 8 s), and Retention interval b...

    journal_title:Psychophysiology

    pub_type: 杂志文章

    doi:10.1111/j.1469-8986.1991.tb00403.x

    authors: Schell AM,Dawson ME,Marinkovic K

    更新日期:1991-03-01 00:00:00

  • Right frontal cortical asymmetry predicts empathic reactions: support for a link between withdrawal motivation and empathy.

    abstract::Depression, diminished positive affect, and exaggerated negative affect have all been linked to right frontal cortical asymmetry as measured by electroencephalography (EEG). Emerging evidence, however, suggests that right frontal EEG asymmetry might be linked to empathic responding. EEG was used to assess baseline asy...

    journal_title:Psychophysiology

    pub_type: 杂志文章

    doi:10.1111/j.1469-8986.2012.01395.x

    authors: Tullett AM,Harmon-Jones E,Inzlicht M

    更新日期:2012-08-01 00:00:00

  • Event-related potentials reveal the effect of prior knowledge on competition for representation and attentional capture.

    abstract::Objects compete for representation in our limited capacity visual system. We examined how this competition is influenced by top-down knowledge using event-related potentials. Competition was manipulated by presenting visual search arrays in which the target or distractor was the only color singleton compared to displa...

    journal_title:Psychophysiology

    pub_type: 杂志文章

    doi:10.1111/psyp.12154

    authors: Hilimire MR,Corballis PM

    更新日期:2014-01-01 00:00:00

  • P300 amplitude reduction is associated with early-onset and late-onset pathological substance use in a prospectively studied cohort of 14-year-old adolescents.

    abstract::P3 amplitude reduction (P3AR) is associated with risk for adolescent-onset pathological substance use (PSU). In this longitudinal study, data from over 1,100 adolescent twins were used to examine P3AR in relation to early adolescent onset PSU (i.e., by age 14), late adolescent onset PSU (i.e., ages 14-18), misuse of d...

    journal_title:Psychophysiology

    pub_type: 杂志文章

    doi:10.1111/psyp.12081

    authors: Perlman G,Markin A,Iacono WG

    更新日期:2013-10-01 00:00:00

  • Effects of eccentricity on the attention-related N2pc component of the event-related potential waveform.

    abstract::The N2pc ERP component has been widely used as a measure of lateralized visual attention. It is characterized by a negativity contralateral to the attended location or target, and it is thought to reflect contralaterally enhanced processing of attended information in intermediate to high levels of the ventral visual p...

    journal_title:Psychophysiology

    pub_type: 杂志文章

    doi:10.1111/psyp.13532

    authors: Papaioannou O,Luck SJ

    更新日期:2020-05-01 00:00:00

  • Shifting visual attention away from fixation is specifically associated with alpha band activity over ipsilateral parietal regions.

    abstract::We studied brain activity during the displacement of attention in a modified visuo-spatial orienting paradigm. Using a behaviorally relevant no-shift condition as a control, we asked whether ipsi- or contralateral parietal alpha band activity is specifically related to covert shifts of attention. Cue-related event-rel...

    journal_title:Psychophysiology

    pub_type: 杂志文章

    doi:10.1111/j.1469-8986.2010.01066.x

    authors: Cosmelli D,López V,Lachaux JP,López-Calderón J,Renault B,Martinerie J,Aboitiz F

    更新日期:2011-03-01 00:00:00