Locally Induced Traveling Waves Generate Globally Observable Traveling Waves

Cortical traveling waves have been proposed as a fundamental mechanism for neural communication and computation. Methodological uncertainties currently limit the interpretability of noninvasive, extracranial traveling wave data, sparking debates about their cortical origin. Studies using EEG or MEG typically report waves that cover large portions of the sensor array which are often interpreted as reflecting long range cortical waves. Meanwhile, invasive, intracranial recordings in humans and animals routinely find both local, mesoscopic waves and large-scale, macroscopic waves in cortex. Whether the global sensor array waves found with EEG/MEG necessarily correspond to macroscopic cortical waves or whether they are merely projections of local dynamics remains unclear. In this study, we made use of the well-established retinotopic organization of early visual cortex to generate traveling waves with known properties in human participants (<i>N</i> = 19, 10 female, 9 male) via targeted visual stimulation, while simultaneously recording MEG and EEG. The inducer stimuli were designed to elicit waves whose traveling direction in mesoscopic retinotopic visual areas depends on stimulus direction, while leaving macroscopic activation patterns along the visual hierarchy largely unchanged. We observed that the preferred direction of traveling waves across the sensor array was influenced by that of the visual stimulus, but only at the stimulation frequency. Comparison between single-trial and trial-averaged responses further showed considerable temporal variation in traveling wave patterns across trials. Our results highlight that under tight experimental control, noninvasive, extracranial recordings can recover mesoscopic traveling wave activity, thus making them viable tools for the investigation of spatially constrained wave dynamics.

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Publication Details

Journal
Journal of Neuroscience
Published
2025-07-24
DOI
https://doi.org/10.1523/jneurosci.0089-25.2025
Citations
5
Primary Topic
Neural dynamics and brain function
Type
article
Field-Weighted Citation Impact
7.16
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article

Locally Induced Traveling Waves Generate Globally Observable Traveling Waves

Laetitia Grabot, Laura Dugué, Kirsten Petras
5 citations
Journal of Neuroscience
Neural dynamics and brain function
7.16
article

Locally Induced Traveling Waves Generate Globally Observable Traveling Waves

Laetitia Grabot, Laura Dugué, Kirsten Petras
article en
5 citations

Abstract

Cortical traveling waves have been proposed as a fundamental mechanism for neural communication and computation. Methodological uncertainties currently limit the interpretability of noninvasive, extracranial traveling wave data, sparking debates about their cortical origin. Studies using EEG or MEG typically report waves that cover large portions of the sensor array which are often interpreted as reflecting long range cortical waves. Meanwhile, invasive, intracranial recordings in humans and animals routinely find both local, mesoscopic waves and large-scale, macroscopic waves in cortex. Whether the global sensor array waves found with EEG/MEG necessarily correspond to macroscopic cortical waves or whether they are merely projections of local dynamics remains unclear. In this study, we made use of the well-established retinotopic organization of early visual cortex to generate traveling waves with known properties in human participants (<i>N</i> = 19, 10 female, 9 male) via targeted visual stimulation, while simultaneously recording MEG and EEG. The inducer stimuli were designed to elicit waves whose traveling direction in mesoscopic retinotopic visual areas depends on stimulus direction, while leaving macroscopic activation patterns along the visual hierarchy largely unchanged. We observed that the preferred direction of traveling waves across the sensor array was influenced by that of the visual stimulus, but only at the stimulation frequency. Comparison between single-trial and trial-averaged responses further showed considerable temporal variation in traveling wave patterns across trials. Our results highlight that under tight experimental control, noninvasive, extracranial recordings can recover mesoscopic traveling wave activity, thus making them viable tools for the investigation of spatially constrained wave dynamics.

Journal of NeuroscienceVol. 45(34)
Centre National de la Recherche Scientifique (FR), Institut Universitaire de France (FR), Université Paris Cité (FR), Université Paris Sciences et Lettres (FR), Sorbonne Paris Cité (FR), Laboratoire des Systèmes Perceptifs (FR)
Openalex Percentile: Top 3%
Neural dynamics and brain function
7.16
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