Abstract
When the two eyes view large, dissimilar patterns that induce binocular rivalry, alternating waves of visibility are experienced as one pattern sweeps the other out of conscious awareness. Here we combine psychophysics with functional magnetic resonance imaging to show tight linkage between dynamics of perceptual waves during rivalry and neural events in human primary visual cortex (V1).
This is a preview of subscription content, access via your institution
Access options
Subscribe to this journal
Receive 12 print issues and online access
$209.00 per year
only $17.42 per issue
Buy this article
- Purchase on Springer Link
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout
Similar content being viewed by others
References
Hughes, J.R. Clin. Electroencephalogr. 26, 1–6 (1995).
Ermentrout, G.B. & Kleinfeld, D. Neuron 29, 33–44 (2001).
Wheatstone, C. Philos. Trans. R. Soc. Lond. 128, 371–394 (1838).
Wilson, H.R., Blake, R. & Lee, S.H. Nature 412, 907–910 (2001).
Wolfe, J.M. Vision Res. 24, 471–478 (1984).
Heeger, D.J., Huk, A.C., Geisler, W.S. & Albrecht, D.G. Nat. Neurosci. 3, 631–633 (2000).
Engel, S.A. et al. Nature 369, 525 (1994).
Logothetis, N.K. & Schall, J.D. Neural correlates of subjective visual perception. Science 245, 761–763 (1989).
Leopold, D.A. & Logothetis, N.K. Nature 379, 549–553 (1996).
Sheinberg, D.L. & Logothetis, N.K. Proc. Natl. Acad. Sci. USA 94, 3408–3413 (1997).
Lumer, E.D., Friston, K.J. & Rees, G. Science 280, 1930–1934 (1998).
Tong, F., Nakayama, K., Vaughan, J.T. & Kanwisher, N. Neuron 21, 753–759 (1998).
Tong, F. & Engel, S. Nature 411, 195–199 (2001).
Polonsky, A., Blake, R., Braun, J. & Heeger, D. Nat. Neurosci. 3, 1153–1159 (2000).
Lee, S.H. & Blake, R. J. Vis. 2, 618–626 (2002).
Acknowledgements
We thank N. Logothetis, C. Koch and the late F. Crick for comments on an earlier version of the manuscript. Supported by grants from the National Institutes of Health to D.J.H. (EY12741) and to R.B. (EY14437), and a grant from the Korea Institute of Science & Technology Evaluation and Planning to S.H.L. (M103KV010021-04K2201-02140). Data were acquired while D.J.H. and S.H.L. were at Stanford University. Part of this work was completed while R.B. was a visiting scholar at New York University.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing financial interests.
Supplementary information
Supplementary Fig. 1
Stimuli and percepts. (a) Temporal sequence of visual stimuli presented during the rivalry experiment. (b) Example of the temporal sequence of visual stimuli presented during the replay experiment. (c) Example of the temporal sequence of an observer’s perceptual experience during both the rivalry and replay experiments. The particular sequence shown here depicts a case in which a perceptual wave propagated all the way to the bottom of the annulus in the right hemifield but no further than the horizontal meridian of the left hemifield. Note that perceptual travelling waves occurred during rivalry even though there were no wave-like changes in the stimulus itself during rivalry. (PDF 1136 kb)
Supplementary Video 1
Demonstration of the perceptual travelling waves. View with red-green glasses. Monitor dynamic perceptual events occurring around the annulus while fixating the center of the display. In some trials, a perceptual wave will be perceived in the left or right halves of the annulus region. In other trials, a perceptual wave may bifurcate at the top and travel in both directions at different speeds. To experience better travelling waves, you may change the eye assignment by flipping the red-green glasses left to right. Note, however, that there are no wave-like changes in the stimulus itself. The temporal sequence of visual stimuli, which is the same as that illustrated in Supplementary Figure 1a, can be seen by removing the red-green glasses. First, the low-contrast grating is shown to one eye (with a green filter), immediately followed by the high-contrast grating to the other eye (with a red filter). This sequence promotes exclusive dominance of the high-contrast grating. Shortly thereafter, the contrast in a small region of the low-contrast grating at the top of the annulus is increased briefly, then returned to its original low-contrast value. This contrast pulse typically evokes a perceptual travelling. (MOV 178 kb)
Supplementary Video 2
Demonstration of the cortical travelling waves. Right, Example of the temporal sequence of an observer’s perceptual experience. Left, fMRI responses. Gray scale, anatomical image passing through the posterior occipital lobe, roughly perpendicular to the Calcarine sulcus. Yellow highlights, V1 gray matter regions exceeding 75% of the peak response. Pay attention to the left hemisphere. The lower lip of the Calcarine sulcus responds first followed by the upper lip of the sulcus. Then the activity in the lower lip of sulcus subsides before the activity in the upper lip does so. The same would be evident in the right hemisphere, but in a different slice through. Red curve, fMRI responses measured from a subregion of V1 (lower lip of the left hemisphere Calcarine sulcus) corresponding retinotopically to the upper-right quadrant of the stimulus annulus. Green curve, fMRI responses measured from a subregion of V1 (upper lip of the Calcarine sulcus) corresponding retinotopically to the lower-right quadrant of the stimulus annulus. Yellow again indicates when the responses in each subregion exceeded 75% of their respective peaks. The green curve is delayed in time and larger in amplitude than the red curve, as expected from a travelling wave (see text). (MOV 277 kb)
Rights and permissions
About this article
Cite this article
Lee, SH., Blake, R. & Heeger, D. Traveling waves of activity in primary visual cortex during binocular rivalry. Nat Neurosci 8, 22–23 (2005). https://doi.org/10.1038/nn1365
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1038/nn1365
This article is cited by
-
Grief as self-model updating
Phenomenology and the Cognitive Sciences (2023)
-
Spared perilesional V1 activity underlies training-induced recovery of luminance detection sensitivity in cortically-blind patients
Nature Communications (2021)
-
Adaptation to transients disrupts spatial coherence in binocular rivalry
Scientific Reports (2020)
-
Metastable brain waves
Nature Communications (2019)
-
Pre-coincidence brain activity predicts the perceptual outcome of streaming/bouncing motion display
Scientific Reports (2017)