ArticlePeerJ2019
Unfold: an integrated toolbox for overlap correction, non-linear modeling, and regression-based EEG analysis.
Article in PeerJ, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 67 papers, 3 of them syntheses that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
67 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Heartbeat-Evoked Responses in M/EEG: A Systematic Review of Methods With Suggestions for Analysis and Reporting.Psychophysiology · 2026Pooled it
- A systematic review of mobile brain/body imaging studies using the P300 event-related potentials to investigate cognition beyond the laboratory.Cognitive, affective & behavioral neuroscience · 2024Pooled it
- Neurophysiological approaches to exploring emotional responses to cosmetics: a systematic review of the literature.Frontiers in human neuroscience · 2024Pooled it
- Semantic anomaly detection in school-aged children during natural sentence reading - A study of fixation-related brain potentials.PloS one · 2018Trial
- Distinct directional patterns of somatosensory interhemispheric interactions in expert pianists and nonmusicians.iScience · 2026Article
- Song Familiarity Relies on Evidence Accumulation.Psychophysiology · 2026Article
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- During natural vision, semantic novelty modulates fixation-related processing in primate cortex.bioRxiv : the preprint server for biology · 2026Article
- Eye movement dynamics are a key factor for intra-saccadic motion perception.Scientific reports · 2026Article
- Exploring Brain Dynamics Within the Approach-Avoidance Bias.Brain sciences · 2025Article
- Article
- ERP Signals During Speech Articulation: Does Auditory Feedback Mask Other Ongoing Cognitive-motor Processes?Brain topography · 2025Article
- SPM-30 years and beyond.Cerebral cortex (New York, N.Y. : 1991) · 2025Review
- The impact of emotional feedback in learning easy and difficult tasks - an ERP study.Cognitive, affective & behavioral neuroscience · 2025Article
- Convergent neural dynamical systems for task control in artificial networks and human brains.bioRxiv : the preprint server for biology · 2025Article
- Article
- Neural Signatures of Flexible Multiple Timing.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025Article
- Comprehensive Analysis of Event-Related Potentials of Response Inhibition: The Role of Negative Urgency and Compulsivity.Psychophysiology · 2025Article
- Orthographic character complexity modulates dynamic neural activity in skilled handwriting.British journal of psychology (London, England : 1953) · 2025Article
- Neural markers of error processing relate to task performance, but not to substance-related risks and problems and externalizing problems in adolescence and emerging adulthood.Developmental cognitive neuroscience · 2025Article
7 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Electrophysiological research with event-related brain potentials (ERPs) is increasingly moving from simple, strictly orthogonal stimulation paradigms towards more complex, quasi-experimental designs and naturalistic situations that involve fast, multisensory stimulation and complex motor behavior. As a result, electrophysiological responses from subsequent events often overlap with each other. In addition, the recorded neural activity is typically modulated by numerous covariates, which influence the measured responses in a linear or non-linear fashion. Examples of paradigms where systematic temporal overlap variations and low-level confounds between conditions cannot be avoided include combined electroencephalogram (EEG)/eye-tracking experiments during natural vision, fast multisensory stimulation experiments, and mobile brain/body imaging studies. However, even "traditional," highly controlled ERP datasets often contain a hidden mix of overlapping activity (e.g., from stimulus onsets, involuntary microsaccades, or button presses) and it is helpful or even necessary to disentangle these components for a correct interpretation of the results. In this paper, we introduce
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.