Cited by 1,915Neural dynamics and brain functionVisual perception and processing mechanismsFace Recognition and Perception

The DOI matches its Crossref record; 3 of the 3 references it cites were found in a registry or an index.

Perception's shadow: long-distance synchronization of human brain activity

Abstract

Transient periods of synchronization of oscillating neuronal discharges in the frequency range 30-80 Hz (gamma oscillations) have been proposed to act as an integrative mechanism that may bring a widely distributed set of neurons together into a coherent ensemble that underlies a cognitive act. Results of several experiments in animals provide support for this idea. In humans, gamma oscillations have been described both on the scalp (measured by electroencephalography and magnetoencephalography) and in intracortical recordings, but no direct participation of synchrony in a cognitive task has been demonstrated so far. Here we record electrical brain activity from subjects who are viewing ambiguous visual stimuli (perceived either as faces or as meaningless shapes). We show for the first time, to our knowledge, that only face perception induces a long-distance pattern of synchronization, corresponding to the moment of perception itself and to the ensuing motor response. A period of strong desynchronization marks the transition between the moment of perception and the motor response. We suggest that this desynchronization reflects a process of active uncoupling of the underlying neural ensembles that is necessary to proceed from one cognitive state to another.

Overview

Integrity signals

Registry

Crossref · 10.1038/17120

Cites

3 of 3 references verified0 citation errors · 0 not checkable

Statistics

Recomputing p-values needs the paper’s full text.

Verification

Claims the paper makes

We couldn’t retrieve this paper’s full text, so its claims and self-check weren’t run. The registry and citation checks still apply.

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

Citations

Cites

Flagged first, then by citations

Research works printed but not linked: 23

  1. Freeman, W. J. Mass Action in the Nervous System (Academic, New York, ( 1975)).
  2. Damasio, A. R. Synchronous activation in multiple cortical regions: a mechanism for recall. Semin. Neurosci. 2, 287– 297 (1990).
  3. Varela, F. J. Resonant cell assemblies: a new approach to cognitive function and neuronal synchrony. Biol. Res. 28, 81– 95 (1995).
  4. Singer, W. & Gray, C. M. Visual feature integration and the temporal correlation hypothesis. Annu. Rev. Neurosci. 18, 555–586 (1995). · DOI
  5. Vaadia, E. et al. Dynamics of neuronal interaction in the monkey cortex in relation to behavioral events. Nature 373, 515– 518 (1995). · DOI
  6. Roelfsema, P. R., Engel, A. K., König, P. & Singer, W. Visuomotor integration is associated with the zero time-lag synchronization among cortical areas. Nature 385, 157– 161 (1997). · DOI · Paper page
  7. Neuenschwander, S., Engel, A., König, P., Singer, W. & Varela, F. Synchronization of neuronal responses in the optic tectum of awake pigeons. Vis. Neurosci. 13, 575–584 (1996). · DOI
  8. Kreiter, A. K. & Singer, W. Stimulus-dependent synchronization of neuronal responses in the visual cortex of the awake macaque monkey. J. Neurosci. 16, 2381– 2396 (1996). · DOI · Paper page
  9. Tiitinen, H. et al. Selective attention enhances the auditory 40-Hz transient response in humans. Nature 364, 59– 60 (1993). · DOI
  10. Desmedt, J. E. & Tomberg, C. Transient phase-locking of 40 Hz electrical oscillations in prefrontal parietal cortex reflects the process of conscious somatic perception. Neurosci. Lett. 168, 126–129 (1994). · DOI · Paper page
  11. Joliot, M., Ribary, U. & Llinas, R. Human oscillatory brain activity near 40 Hz coexists with cognitive temporal binding. Proc. Natl Acad. Sci. USA 91, 11748–11751 (1994). · DOI
  12. Pantev, C. Evoked and induced gamma band activity of the human cortex. Brain Topogr. 7, 321–330 ( 1995). · DOI
  13. Tallon-Baudry, C., Bertrand, O., Delpuech, C. & Pernier, J. Oscillatory gamma band (30–70 Hz) activity induced by a visual search task in human. J. Neurosci. 17, 722 –734 (1997). · DOI
  14. Mooney, C. M. Age in the development of closure ability in children. Can. J. Psychol. 11, 219–226 ( 1957). · DOI
  15. George, N., Jemel, B., Fiori, N. & Renault, B. Face and shape repetition effects in humans: a spatio-temporal ERP study. NeuroReport 8, 1417–1423 ( 1997). · DOI
  16. Mecklenbräuker, W. F. G. (ed.) The Wigner Distribution—Theory and Applications in Signal Processing (Elsevier, Amsterdam, (1993)).
  17. Jeffreys, D. A. Evoked potentials studies of face and object processing. Vis. Cogn. 3, 1–38 (1996 ). · DOI
  18. Lachaux, J. P., Rodriguez, E., Müller-Gerking, J., Martinerie, J. & Varela, F. J. Measuring phase-synchrony in brain signals. Hum. Brain Mapp.(submitted). · DOI · Paper page
  19. Menon, V. et al. Spatio-temporal correlations in human gamma band electrocorticograms. Electroencephalogr. Clin. Neurophysiol. 98, 89–102 (1996). · DOI
  20. Yordanova, J., Kolev, V. & Demiralp, T. The phase-locking of auditory gamma band responses in humans is sensitive to task processing. NeuroReport 8, 3999–4004 (1997). · DOI
  21. Dolan, R. J. et al. How the brain learns to see objects and faces in an impoverished context. Nature 389, 596– 599 (1997). · DOI
  22. Friedman-Hill, S. R., Robertson, L. C. & Treisman, A. Parietal contributions to visual feature binding: evidence from a patient with bilateral lesions. Science 269, 853–855 (1995). · DOI
  23. Shallice, T. et al. Brain regions associated with acquisition and retrieval of verbal episodic memory. Nature 368, 633– 635 (1994). · DOI

Cited by

Sorted by citations

See all 1,915

Metadata

Authors
Rodriguez, E., George, N., Lachaux, J.-P., Martinerie, J., Renault, B., & Varela, F. J.
Affiliations
Centre National de la Recherche Scientifique (FR)
Corresponding author
Varela, Francisco J.
Venue
Nature
Published
1999-02
Volume
397
Issue
6718
Pages
430-433
ISSN
  • 0028-0836 (ISSN-L)
  • 1476-4687
OpenAlex
W1500295349
Cited by
1,915
References
3
Citations by year
2026: 24 · 2025: 41 · 2024: 30 · 2023: 29 · 2022: 56 · 2021: 48 · 2020: 51 · 2019: 47 · 2018: 49 · 2017: 65 · 2016: 58 · 2015: 76 · 2014: 89 · 2013: 71 · 2012: 84
FWCI
35.89
Type
journal article
Language
en
Open access
closed
Locations
  • Nature (publishedVersion)
  • PubMed (publishedVersion)
  • RePEc: Research Papers in Economics (submittedVersion)
Topics
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Neural dynamics and brain function
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Visual perception and processing mechanisms
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Face Recognition and Perception
Keywords
gamma oscillations, face perception, ambiguous visual stimuli, desynchronization, neuronal ensembles, cognitive transitions, motor response, neural oscillations
MeSH terms
Adult, Cognition, Cortical Synchronization, Electroencephalography, Face, Female, Humans, Male, Reaction Time, Visual Perception

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 ›

Are you an author, or do you see a problem with this page? Request a review