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Research ArticleTheory/New Concepts, Cognition and Behavior

Visual Stimulation Under 4 Hz, Not at 10 Hz, Generates the Highest-Amplitude Frequency-Tagged Responses of the Human Brain: Understanding the Effect of Stimulation Frequency

Talia L. Retter and Christine Schiltz
eNeuro 17 June 2025, 12 (6) ENEURO.0426-24.2025; https://doi.org/10.1523/ENEURO.0426-24.2025
Talia L. Retter
1Department of Behavioral and Cognitive Sciences, Institute of Cognitive Science & Assessment, University of Luxembourg, Esch-sur-Alzette L-4366, Luxembourg
2Université de Lorraine, CNRS, IMoPA, Nancy F-54000, France
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Christine Schiltz
1Department of Behavioral and Cognitive Sciences, Institute of Cognitive Science & Assessment, University of Luxembourg, Esch-sur-Alzette L-4366, Luxembourg
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Article Information

DOI 
https://doi.org/10.1523/ENEURO.0426-24.2025
PubMed 
40527617
Published By 
Society for Neuroscience
History 
  • Received September 30, 2024
  • Revision received April 22, 2025
  • Accepted April 30, 2025
  • Published online June 17, 2025.
Copyright & Usage 
Copyright © 2025 Retter and Schiltz This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license, which permits unrestricted use, distribution and reproduction in any medium provided that the original work is properly attributed.

Author Information

  1. Talia L. Retter1,2 and
  2. Christine Schiltz1
  1. 1Department of Behavioral and Cognitive Sciences, Institute of Cognitive Science & Assessment, University of Luxembourg, Esch-sur-Alzette L-4366, Luxembourg
  2. 2Université de Lorraine, CNRS, IMoPA, Nancy F-54000, France
  1. Correspondence should be addressed to Talia L. Retter at talia.retter{at}univ-lorraine.fr.
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Author contributions

  1. Author contributions: T.L.R. and C.S. wrote the paper.

Disclosures

  • The authors declare no competing financial interests.

  • This work was supported by the SNAMath INTER project (INTER/FNRS/17/1178524 to C.S.) funded by the Luxembourgish Fund for Scientific Research (FNR, Luxembourg; https://www.fnr.lu/); and a postdoc fellowship from the Lorraine Université d’Excellence (LUE; https://www.univ-lorraine.fr/lue/ to T.L.R.). We thank Bruno Rossion (https://facecategorization-lab.webnode.page/)

    , members of the UL Cognitive Neuroscience Group (https://eeglabcns.wixsite.com/schiltzlab), anonymous reviewers, and reviewing editor Ifat Levy for providing comments on earlier versions of this manuscript. We also thank all contributers to Retter et al. (2021a) and Retter and Rossion (2016), from which visual stimulation data were re-illustrated here.

Funding

  • Fonds National de la Recherche Luxembourg (FNR)

    INTER/FNRS/17/1178524
  • Lorraine Universite d'Excellence (LUE)

    postdoc fellowship

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Visual Stimulation Under 4 Hz, Not at 10 Hz, Generates the Highest-Amplitude Frequency-Tagged Responses of the Human Brain: Understanding the Effect of Stimulation Frequency
Talia L. Retter, Christine Schiltz
eNeuro 17 June 2025, 12 (6) ENEURO.0426-24.2025; DOI: 10.1523/ENEURO.0426-24.2025

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Visual Stimulation Under 4 Hz, Not at 10 Hz, Generates the Highest-Amplitude Frequency-Tagged Responses of the Human Brain: Understanding the Effect of Stimulation Frequency
Talia L. Retter, Christine Schiltz
eNeuro 17 June 2025, 12 (6) ENEURO.0426-24.2025; DOI: 10.1523/ENEURO.0426-24.2025
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  • Article
    • Abstract
    • Significance Statement
    • Introduction
    • Stimulation Frequency Can Affect Brain Responses: Is Visual Stimulation at 10 Hz Optimal?
    • Visual Stimulation Under 4 Hz, Not at 10 Hz, Generates the Highest-Amplitude Responses
    • Understanding the Effect of Stimulation Frequency on Response Amplitude through the Relation with Response Temporal Dynamics
    • Considerations When Choosing a Stimulation Frequency
    • Caveats
    • Conclusion
    • Data Availability
    • Footnotes
    • References
    • Synthesis
  • Figures & Data
  • Info & Metrics
  • eLetters
  • PDF

Keywords

  • Fourier spectrum analysis
  • harmonic frequencies
  • rhythmic visual stimulus
  • steady-state
  • stimulation rate
  • visual evoked potentials

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  • 4 Hz? It depends!
    Sven P. Heinrich
    Published on: 29 August 2025
  • Published on: (29 August 2025)
    Page navigation anchor for 4 Hz? It depends!
    4 Hz? It depends!
    • Sven P. Heinrich, Physicist, Neuroscientist, Eye Center, Faculty of Medicine, Medical Center – University of Freiburg, Freiburg, Germany

    This article addresses an important practical aspect of event-related potential research: which stimulation frequency to choose to obtain the “largest” responses in studies that use frequency-tagging. The authors raise many important points, and I applaud them for having reviewed this highly relevant issue. Their conclusion, as conveyed by the title of the article, is that visual stimulation below 4 Hz generates the highest-amplitude responses.

    This is a straightforward conclusion, but unfortunately, the 4 Hz threshold is not universally valid. The article seems to target readers who may not be fully familiar with the mathematical underpinnings of the issue and who may thus be particularly prone to being misled. A more guarded message would be: If the cycle duration is long enough to avoid the superposition of responses to successive individual stimuli, then one can capture the full underlying single-stimulus response through frequency-domain analysis. Otherwise, it depends. Importantly, the “it depends” regimen may extend well below 4 Hz when slow response components are involved.

    Because of potentially complex superposition effects that arise when the cycle length is shorter than the total duration of a single-stimulus response, a stimulus frequency that yields a high overall amplitude is not necessarily one that shows a large (absolute or relative) effect as the result of an experimental manipulation or pathophysiological process. Further, if the goal is t...

    Show More

    This article addresses an important practical aspect of event-related potential research: which stimulation frequency to choose to obtain the “largest” responses in studies that use frequency-tagging. The authors raise many important points, and I applaud them for having reviewed this highly relevant issue. Their conclusion, as conveyed by the title of the article, is that visual stimulation below 4 Hz generates the highest-amplitude responses.

    This is a straightforward conclusion, but unfortunately, the 4 Hz threshold is not universally valid. The article seems to target readers who may not be fully familiar with the mathematical underpinnings of the issue and who may thus be particularly prone to being misled. A more guarded message would be: If the cycle duration is long enough to avoid the superposition of responses to successive individual stimuli, then one can capture the full underlying single-stimulus response through frequency-domain analysis. Otherwise, it depends. Importantly, the “it depends” regimen may extend well below 4 Hz when slow response components are involved.

    Because of potentially complex superposition effects that arise when the cycle length is shorter than the total duration of a single-stimulus response, a stimulus frequency that yields a high overall amplitude is not necessarily one that shows a large (absolute or relative) effect as the result of an experimental manipulation or pathophysiological process. Further, if the goal is to optimize the signal-to-noise ratio for a given recording time, even more factors need to be considered.

    The authors acknowledge some of these details themselves, for instance, in the Caveats section of the article. It would have been helpful if these crucial insights had been imparted by the prima facie message of this very relevant and timely article.

    Show Less
    Competing Interests: None declared.

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