ArticleCerebral cortex communications2020
Decoding Stimulus-Response Representations and Their Stability Using EEG-Based Multivariate Pattern Analysis.
Article in Cerebral cortex communications, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers.
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Who cites it
34 citing papers in PubMed.
- The Ability to Voluntarily Regulate Theta Band Activity Affects How Pharmacological Manipulation of the Catecholaminergic System Impacts Cognitive Control.The international journal of neuropsychopharmacology · 2024Trial
- Perception-Action Integration Is Modulated by the Catecholaminergic System Depending on Learning Experience.The international journal of neuropsychopharmacology · 2021Trial
- On the decay of event-files-Way more complex than previously thought.Memory & cognition · 2026Article
- Adjustments of balance control during cognitive dual tasking: Evidence from event-related force-plate analysis.Psychological research · 2025Article
- Neural mechanisms of adaptive behavior: Dissociating local cortical modulations and interregional communication patterns.iScience · 2024Article
- The metacontrol of event segmentation-A neurophysiological and behavioral perspective.Human brain mapping · 2024Article
- Attenuated conflict self-referential information facilitating conflict resolution.NPJ science of learning · 2024Article
- Neural representations of statistical and rule-based predictions in Gilles de la Tourette syndrome.Human brain mapping · 2024Article
- Response stopping under conflict: The integrative role of representational dynamics associated with the insular cortex.Human brain mapping · 2024Article
- Increased beta synchronization underlies perception-action hyperbinding in functional movement disorders.Brain communications · 2024Article
- Modality-specific and modality-independent neural representations work in concert in predictive processes during sequence learning.Cerebral cortex (New York, N.Y. : 1991) · 2023Article
- Cognitive and Neural Mechanisms of Behavior Therapy for Tics: A Perception-Action Integration Approach.Biomedicines · 2023Review
- Interplay between alpha and theta band activity enables management of perception-action representations for goal-directed behavior.Communications biology · 2023Article
- Evidence for independent representational contents in inhibitory control subprocesses associated with frontoparietal cortices.Human brain mapping · 2023Article
- The role of visual association cortices during response selection processes in interference-modulated response stopping.Cerebral cortex communications · 2023Article
- Stimulus decay functions in action control.Scientific reports · 2022Article
- On the Role of Stimulus-Response Context in Inhibitory Control in Alcohol Use Disorder.Journal of clinical medicine · 2022Article
- A ventral stream-prefrontal cortex processing cascade enables working memory gating dynamics.Communications biology · 2022Article
- On the relative importance of attention and response selection processes for multi-component behavior - Evidence from EEG-based deep learning.Neuroimage. Reports · 2022Article
- Protocol to decode representations from EEG data with intermixed signals using temporal signal decomposition and multivariate pattern-analysis.STAR protocols · 2022Article
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Goal-directed actions require proper associations between stimuli and response. This has been delineated by cognitive theory, for example, in the theory of event coding framework, which proposes that event files represent such bindings. Yet, how such event file representations are coded on a neurophysiological level is unknown. We close this gap combining temporal electroencephalography (EEG) signal decomposition methods and multivariate pattern analysis (MVPA). We show that undecomposed neurophysiological data is unsuitable to decode event file representations because different aspects of information coded in the neurophysiological signal reveal distinct and partly opposed dynamics in the representational content. This is confirmed by applying MVPA to temporal decomposed EEG data. After intermixed aspects of information in the EEG during response selection have been separated, a reliable examination of the event file's representational content and its temporal stability was possible. We show that representations of stimulus-response bindings are activated and decay in a gradual manner and that event file representations resemble distributed neural activity. Especially representations of stimulus-response bindings, as well as stimulus-related representations, are coded and reveal temporal stability. Purely motor-related representations are not found in neurophysiological signals during event coding.
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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.