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Trial-by-Trial Coupling of Concurrent Electroencephalogram and Functional Magnetic Resonance Imaging Identifies the Dynamics of Performance Monitoring
Open accessAbstract
Goal-directed behavior requires the continuous monitoring and dynamic adjustment of ongoing actions. Here, we report a direct coupling between the event-related electroencephalogram (EEG), functional magnetic resonance imaging (fMRI), and behavioral measures of performance monitoring in humans. By applying independent component analysis to EEG signals recorded simultaneously with fMRI, we found the single-trial error-related negativity of the EEG to be systematically related to behavior in the subsequent trial, thereby reflecting immediate behavioral adjustments of a cognitive performance monitoring system. Moreover, this trial-by-trial EEG measure of performance monitoring predicted the fMRI activity in the rostral cingulate zone, a brain region thought to play a key role in processing of response errors. We conclude that investigations of the dynamic coupling between EEG and fMRI provide a powerful approach for the study of higher order brain functions.
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Self-citationDistinct Frontal Networks Are Involved in Adapting to Internally and Externally Signaled Errors
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Liu, Y., Hanna, G. L., Carrasco, M., Gehring, W. J., & Fitzgerald, K. D. (2014) · Human Brain Mapping · doi:10.1002/hbm.22240 · Cited by 28
Neural correlates of error processing reflect individual differences in interoceptive sensitivity
Sueyoshi, T., Sugimoto, F., Katayama, J., & Fukushima, H. (2014) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2014.10.001 · Cited by 24
LoTemplio, S. B., Lopes, C. L., McDonnell, A. S., Scott, E. E., Payne, B. R., & Strayer, D. L. (2023) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2023.1150244 · Cited by 25
Intentionality in frontal asymmetry research
Hewig, J. (2018) · Psychophysiology · doi:10.1111/psyp.12852 · Cited by 23
Riesel, A., Härpfer, K., Thoma, L., Kathmann, N., & Klawohn, J. (2023) · Psychophysiology · doi:10.1111/psyp.14164 · Cited by 15
Dell'Acqua, C., Hajcak, G., Amir, N., Santopetro, N. J., Brush, C. J., & Meyer, A. (2023) · Psychophysiology · doi:10.1111/psyp.14216 · Cited by 16
Burwell, S. J., Makeig, S., Iacono, W. G., & Malone, S. M. (2019) · Psychophysiology · doi:10.1111/psyp.13392 · Cited by 16
On the Comparison Between the Nc/CRN and the Ne/ERN
Vidal, F., Burle, B., & Hasbroucq, T. (2022) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2021.788167 · Cited by 15
The Relationship Between Emotion Dysregulation and Error Monitoring in Adolescents with ADHD
Figuracion, M. T., Kozlowski, M. B., Macknyk, K. S., Heise, M. B., Pieper, S. M., Alperin, B. R., Morton, H. E., Nigg, J. T., & Karalunas, S. L. (2024) · Research on Child and Adolescent Psychopathology · doi:10.1007/s10802-023-01127-z · Cited by 11
Performance monitoring during a minimal group manipulation
Pfabigan, D. M., Holzner, M.-T., & Lamm, C. (2016) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsw071 · Cited by 9
Affective evaluation of errors and neural error processing in obsessive-compulsive disorder
Balzus, L., Jüres, F., Kathmann, N., & Klawohn, J. (2023) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsad022 · Cited by 4
“The ACC, an integration hub for information from affective and cognitive structures (Shackman et al., 2011), is considered the major source of ERN (Debener et al., 2005) and action appraisal (Dixon et al., 2017) and is overactive during error processing in OCD (Fitzgerald et al., 2005; Ursu et al.,…”
BackgroundError Awareness Can Occur in the Absence of an Error‐Related Negativity
Dumsky, J., Maier, M. E., Di Gregorio, F., & Steinhauser, M. (2025) · Psychophysiology · doi:10.1111/psyp.70128 · Cited by 4
Vahedi, J., Bahic, A., Chaliani, I., Schilbach, L., Ciupka‐Schön, B., Bellebaum, C., Pietrowsky, R., & Peterburs, J. (2025) · Psychophysiology · doi:10.1111/psyp.70142 · Cited by 3
Chmiel, J., & Kładna, A. (2026) · Journal of Clinical Medicine · doi:10.3390/jcm15155994
Metadata
- Authors
- Debener, S., Ullsperger, M., Siegel, M., Fiehler, K., von Cramon, D. Y., & Engel, A. K.
- Venue
- The Journal of Neuroscience
- Publisher
- Society for Neuroscience
- Published
- 2005-12-14
- Volume
- 25
- Issue
- 50
- Pages
- 11730-11737
- ISSN
- 0270-6474 (ISSN-L)
- 1529-2401
- OpenAlex
- W1997027149
- Cited by
- 1,062
- References
- 10
- FWCI
- 18.05
- Type
- journal article
- Language
- en
- Open access
- hybrid
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.