Please use this identifier to cite or link to this item: https://bura.brunel.ac.uk/handle/2438/34093
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dc.contributor.authorTortajada, Miriam-
dc.contributor.authorRodríguez-Larios, Julio-
dc.contributor.authorMartínez-Pérez, Victor-
dc.contributor.authorPalmero, Lucia B-
dc.contributor.authorFuentes, Luis J-
dc.contributor.authorCampoy, Guillermo-
dc.date.accessioned2026-10-27T13:52:04Z-
dc.date.available2026-10-27T13:52:04Z-
dc.date.issued2026-08-01-
dc.identifier.citationTortajada, 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.issn0898-929X-
dc.identifier.urihttps://bura.brunel.ac.uk/handle/2438/34093-
dc.descriptionData 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.abstractRecent 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.sponsorshipSpanish Government (grant number PID2024-156953NB-I00)en_US
dc.description.sponsorshipEuropean Union (EU) Marie Curie Actions (grant number PID2021-125408NBI00)-
dc.description.sponsorshipSpanish Government (grant number FPU19/06017)-
dc.format.extentpp. 1589–1605-
dc.format.mediumPrint- Electronic-
dc.languageEnglishen_US
dc.language.isoen_USen_US
dc.publisherMIT Pressen_US
dc.rightsRe-use licence for this version: InCopyright-
dc.rightsLicence for published version: Publisher's own licence-
dc.rights.urihttps://rightsstatements.org/page/InC/1.0/-
dc.subject.classification1109 Neurosciences-
dc.subject.classification1701 Psychology-
dc.subject.classification1702 Cognitive Sciences-
dc.subject.meshHumans-
dc.subject.meshElectroencephalography-
dc.subject.meshTheta Rhythm-
dc.subject.meshMemory, Short-Term-
dc.subject.meshAdult-
dc.subject.meshFemale-
dc.subject.meshMale-
dc.subject.meshYoung Adult-
dc.subject.meshTranscranial Direct Current Stimulation-
dc.subject.meshGamma Rhythm-
dc.subject.meshHumans-
dc.subject.meshMemory, Short-Term-
dc.subject.meshTheta Rhythm-
dc.subject.meshGamma Rhythm-
dc.subject.meshFemale-
dc.subject.meshTranscranial Direct Current Stimulation-
dc.subject.meshMale-
dc.subject.meshYoung Adult-
dc.subject.meshElectroencephalography-
dc.subject.meshAdult-
dc.subject.otherExperimental Psychology-
dc.titleEndogenous Theta as a Function of Task Load and Working Memory Capacity: Revisiting the Role of Slower Frequencies in Theta–Gamma Couplingen_US
dc.typeArticleen_US
dc.contributor.sponsorERDF A way of making Europe (grant number PID2024-156953NB-I00)-
dc.identifier.doihttps://doi.org/10.1162/jocn.a.2594-
dc.relation.isPartOfJournal of Cognitive Neuroscienceen_US
pubs.issue8-
pubs.publication-statusPublished-
pubs.volume38-
dc.identifier.eissn1530-8898-
dcterms.dateAccepted2026-07-01-
dcterms.issued2026-08-01-
dc.date.updated2026-10-27T09:58:38Z-
dc.rights.holderMassachusetts Institute of Technology-
dc.contributor.orcidTortajada, Miriam [0000-0002-3871-8283]-
dc.contributor.orcidRodríguez-Larios, Julio [0000-0002-4014-2973]-
dc.contributor.orcidMartínez-Pérez, Victor [0000-0003-0358-346X]-
dc.contributor.orcidPalmero, Lucia B [0000-0001-5693-6500]-
dc.contributor.orcidFuentes, Luis J [0000-0002-3203-9976]-
dc.contributor.orcidCampoy, Guillermo [0000-0002-3532-9178]-
Appears in Collections:Department of Psychology Research Papers *

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FullText.pdfEmbargoed 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 MBAdobe PDFView/Open


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