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| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Tortajada, Miriam | - |
| dc.contributor.author | Rodríguez-Larios, Julio | - |
| dc.contributor.author | Martínez-Pérez, Victor | - |
| dc.contributor.author | Palmero, Lucia B | - |
| dc.contributor.author | Fuentes, Luis J | - |
| dc.contributor.author | Campoy, Guillermo | - |
| dc.date.accessioned | 2026-10-27T13:52:04Z | - |
| dc.date.available | 2026-10-27T13:52:04Z | - |
| dc.date.issued | 2026-08-01 | - |
| dc.identifier.citation | Tortajada, M. et al. (2026) 'Endogenous Theta as a Function of Task Load and Working Memory Capacity: Revisiting the Role of Slower Frequencies in Theta–Gamma Coupling', Journal of Cognitive Neuroscience, 38(8), pp. 1589–1605. doi: 10.1162/jocn.a.2594. | en_US |
| dc.identifier.issn | 0898-929X | - |
| dc.identifier.uri | https://bura.brunel.ac.uk/handle/2438/34093 | - |
| dc.description | Data Availability Statement: The methods and hypotheses were preregistered in Open Science Framework before data collection on March 21, 2023 (https://osf.io/ghqk6/). At the beginning of data collection, on May 10, 2023, the stimulation protocol was updated in the preregistration due to technical issues with an initial device that had to be replaced. All materials, data, and code are available at https://osf.io/9swk7/, where deviations from the original protocol are also disclosed and explained. Supplemental Material can be accessed on this article’s homepage: https://doi.org/10.1162/JOCN.a.2594 . | en_US |
| dc.description.abstract | Recent findings have shown the influential role of theta–gamma cross-frequency coupling in the maintenance of items in working memory (WM). Specifically, it has been proposed that individual items are represented within gamma oscillations that are nested within slower theta waves. Thus, longer theta cycles would theoretically allow the retention of more items. On the basis of this theory, the present preregistered study aimed to test whether slowing theta rhythms via 4 Hz of transcranial alternating current stimulation over the frontoparietal network improves WM capacity. Given the potential role of individual differences in stimulation effects, participants were divided into high and low WM capacity groups based on initial screening. In addition, task difficult was also manipulated to maximize the likelihood of obtaining an improvement in performance. Contrary to our hypothesis, transcranial alternating current stimulation did not improve behavioral outcomes regardless of task difficulty or baseline WM capacity. Poststimulation EEG effects were also analyzed, but no modulation of theta power, peaks, or phase synchronization was found. Importantly, differences in mean theta frequency were observed before any stimulation between high- and low-capacity WM participants, with higher frequencies present in participants with better WM performance. Furthermore, higher mean frequency was also observed in high-load trials versus low-load trials. These findings contradict the predictions of the theta–gamma coupling theory. Taken together, these results raise questions about the validity of the theta–gamma coupling theory to explain cortical dynamics related to WM. | en_US |
| dc.description.sponsorship | Spanish Government (grant number PID2024-156953NB-I00) | en_US |
| dc.description.sponsorship | European Union (EU) Marie Curie Actions (grant number PID2021-125408NBI00) | - |
| dc.description.sponsorship | Spanish Government (grant number FPU19/06017) | - |
| dc.format.extent | pp. 1589–1605 | - |
| dc.format.medium | Print- Electronic | - |
| dc.language | English | en_US |
| dc.language.iso | en_US | en_US |
| dc.publisher | MIT Press | en_US |
| dc.rights | Re-use licence for this version: InCopyright | - |
| dc.rights | Licence for published version: Publisher's own licence | - |
| dc.rights.uri | https://rightsstatements.org/page/InC/1.0/ | - |
| dc.subject.classification | 1109 Neurosciences | - |
| dc.subject.classification | 1701 Psychology | - |
| dc.subject.classification | 1702 Cognitive Sciences | - |
| dc.subject.mesh | Humans | - |
| dc.subject.mesh | Electroencephalography | - |
| dc.subject.mesh | Theta Rhythm | - |
| dc.subject.mesh | Memory, Short-Term | - |
| dc.subject.mesh | Adult | - |
| dc.subject.mesh | Female | - |
| dc.subject.mesh | Male | - |
| dc.subject.mesh | Young Adult | - |
| dc.subject.mesh | Transcranial Direct Current Stimulation | - |
| dc.subject.mesh | Gamma Rhythm | - |
| dc.subject.mesh | Humans | - |
| dc.subject.mesh | Memory, Short-Term | - |
| dc.subject.mesh | Theta Rhythm | - |
| dc.subject.mesh | Gamma Rhythm | - |
| dc.subject.mesh | Female | - |
| dc.subject.mesh | Transcranial Direct Current Stimulation | - |
| dc.subject.mesh | Male | - |
| dc.subject.mesh | Young Adult | - |
| dc.subject.mesh | Electroencephalography | - |
| dc.subject.mesh | Adult | - |
| dc.subject.other | Experimental Psychology | - |
| dc.title | Endogenous Theta as a Function of Task Load and Working Memory Capacity: Revisiting the Role of Slower Frequencies in Theta–Gamma Coupling | en_US |
| dc.type | Article | en_US |
| dc.contributor.sponsor | ERDF A way of making Europe (grant number PID2024-156953NB-I00) | - |
| dc.identifier.doi | https://doi.org/10.1162/jocn.a.2594 | - |
| dc.relation.isPartOf | Journal of Cognitive Neuroscience | en_US |
| pubs.issue | 8 | - |
| pubs.publication-status | Published | - |
| pubs.volume | 38 | - |
| dc.identifier.eissn | 1530-8898 | - |
| dcterms.dateAccepted | 2026-07-01 | - |
| dcterms.issued | 2026-08-01 | - |
| dc.date.updated | 2026-10-27T09:58:38Z | - |
| dc.rights.holder | Massachusetts Institute of Technology | - |
| dc.contributor.orcid | Tortajada, Miriam [0000-0002-3871-8283] | - |
| dc.contributor.orcid | Rodríguez-Larios, Julio [0000-0002-4014-2973] | - |
| dc.contributor.orcid | Martínez-Pérez, Victor [0000-0003-0358-346X] | - |
| dc.contributor.orcid | Palmero, Lucia B [0000-0001-5693-6500] | - |
| dc.contributor.orcid | Fuentes, Luis J [0000-0002-3203-9976] | - |
| dc.contributor.orcid | Campoy, Guillermo [0000-0002-3532-9178] | - |
| Appears in Collections: | Department of Psychology Research Papers * | |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| FullText.pdf | Embargoed until 1 November 2026. Copyright © 2026 Massachusetts Institute of Technology. This document is the Corrected Proof version of a published work that appeared in final form in Miriam Tortajada, Julio Rodríguez-Larios, Victor Martínez-Pérez, Lucia B. Palmero, Luis J. Fuentes, Guillermo Campoy; Endogenous Theta as a Function of Task Load and Working Memory Capacity: Revisiting the Role of Slower Frequencies in Theta–Gamma Coupling. J Cogn Neurosci 2026; 38 (8): 1589–1605, after peer review and technical editing by the publisher. To access the final edited and published work see https://doi.org/10.1162/JOCN.a.2594 (see: https://direct.mit.edu/journals/pages/authors) | 1.05 MB | Adobe PDF | View/Open |
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