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When do microsaccades follow spatial attention?

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  • Published: April 2010
  • Volume 72, pages 683–694, (2010)
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Attention, Perception, & Psychophysics Aims and scope Submit manuscript
When do microsaccades follow spatial attention?
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  • Jochen Laubrock1,
  • Reinhold Kliegl1,
  • Martin Rolfs1,2 &
  • …
  • Ralf Engbert1 
  • 1268 Accesses

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Abstract

Following up on an exchange about the relation between microsaccades and spatial attention (Horowitz, Fencsik, Fine, Yurgenson, & Wolfe, 2007; Horowitz, Fine, Fencsik, Yurgenson, & Wolfe, 2007; Laubrock, Engbert, Rolfs, & Kliegl, 2007), we examine the effects of selection criteria and response modality. We show that for Posner cuing with saccadic responses, microsaccades go with attention in at least 75% of cases (almost 90% if probability matching is assumed) when they are first (or only) microsaccades in the cue—target interval and when they occur between 200 and 400 msec after the cue. The relation between spatial attention and the direction of microsaccades drops to chance level for unselected microsaccades collected during manual-response conditions. Analyses of data from four cross-modal cuing experiments demonstrate an above-chance, intermediate link for visual cues, but no systematic relation for auditory cues. Thus, the link between spatial attention and direction of microsaccades depends on the experimental condition and time of occurrence, but it can be very strong.

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References

  • Bates, D., & Maechler, M. (2009). lme4: Linear mixed-effects models using S4 classes (R package version 0.999375-31) [Software]. Available at http://CRAN.R-project.org/package??lme4

  • Brainard, D. H. (1997). The Psychophysics Toolbox. Spatial Vision, 10, 433–436. doi:10.1163/156856897X00357

    Article  PubMed  Google Scholar 

  • Bridgeman, B., & Palca, J. (1980). The role of microsaccades in high acuity observational tasks. Vision Research, 20, 813–817. doi:10.1016/0042-6989(80)90013-9

    Article  PubMed  Google Scholar 

  • Corneil, B. D., Munoz, D. P., Chapman, B. B., Admans, T., & Cushing, S. L. (2008). Neuromuscular consequences of reflexive covert orienting. Nature Neuroscience, 11, 13–15. doi:10.1038/nn2023

    Article  PubMed  Google Scholar 

  • Cornelissen, F. W., Peters, E. M., & Palmer, J. (2002). The Eyelink Toolbox: Eye tracking with MATLAB and the Psychophysics Toolbox. Behavior Research Methods, Instruments, & Computers, 34, 613–617.

    Article  Google Scholar 

  • Cui, J., Wilke, M., Logothetis, N. K., Leopold, D. A., & Liang, H. (2009). Visibility states modulate microsaccade rate and direction. Vision Research, 49, 228–236. doi:10.1016/j.visres.2008.10.015

    Article  PubMed  Google Scholar 

  • Deubel, H., & Schneider, W. X. (1996). Saccade target selection and object recognition: Evidence for a common attentional mechanism. Vision Research, 36, 1827–1837. doi:10.1016/0042-6989(95)00294-4

    Article  PubMed  Google Scholar 

  • Engbert, R. (2006). Microsaccades: A microcosm for research on oculo motor control, attention, and visual perception. Progress in Brain Research, 154, 177–192. doi:10.1016/S0079-6123(06)54009-9

    Article  PubMed  Google Scholar 

  • Engbert, R., & Kliegl, R. (2003). Microsaccades uncover the orientation of covert attention. Vision Research, 43, 1035–1045. doi:10.1016/S0042-6989(03)00084-1

    Article  PubMed  Google Scholar 

  • Engbert, R., & Kliegl, R. (2004). Microsaccades keep the eyes’ balance during fixation. Psychological Science, 15, 431–436. doi:10.1111/j.0956-7976.2004.00697.x

    Article  PubMed  Google Scholar 

  • Engbert, R., & Mergenthaler, K. (2006). Microsaccades are triggered by low retinal image slip. Proceedings of the National Academy of Sciences, 103, 7192–7197. doi:10.1073/pnas.0509557103

    Article  Google Scholar 

  • Findlay, J. M., & Gilchrist, I. D. (2003). Active vision: The psychology of looking and seeing. Oxford: Oxford University Press.

    Google Scholar 

  • Galfano, G., Betta, E., & Turatto, M. (2004). Inhibition of return in microsaccades. Experimental Brain Research, 159, 400–404. doi:10.1007/s00221-004-2111-y

    Article  Google Scholar 

  • Gallistel, C. R. (1990). The organization of learning. Cambridge, MA: MIT Press.

    Google Scholar 

  • Gowen, E., Abadi, R. V., Poliakoff, E., Hansen, P. C., & Miall, R. C. (2007). Modulation of saccadic intrusions by exogenous and endogenous attention. Brain Research, 1141, 154–167. doi:10.1016/j.brainres.2007.01.047

    Article  PubMed  Google Scholar 

  • Hafed, Z. M., & Clark, J. J. (2002). Microsaccades as an overt measure of covert attention shifts. Vision Research, 42, 2533–2545. doi:10.1016/S0042-6989(02)00263-8

    Article  PubMed  Google Scholar 

  • Hafed, Z. M., Goffart, L., & Krauzlis, R. J. (2009). A neural mechanism for microsaccade generation in the primate superior colliculus. Science, 323, 940–943.

    Article  PubMed  Google Scholar 

  • Hoffman, J. E., & Subramaniam, B. (1995). The role of visual attention in saccadic eye movements. Perception & Psychophysics, 57, 787–795.

    Article  Google Scholar 

  • Horowitz, T. S., Fencsik, D. E., Fine, E. M., Yurgenson, S., & Wolfe, J. M. (2007). Microsaccades and attention: Does a weak correlation make an index? Reply to Laubrock, Engbert, Rolfs, & Kliegl (2007). Psychological Science, 18, 367–368. doi:10.1111/j.1467-9280.2007.01905.x

    Article  Google Scholar 

  • Horowitz, T. S., Fine, E. M., Fencsik, D. E., Yurgenson, S., & Wolfe, J. M. (2007). Fixational eye movements are not an index of covert attention. Psychological Science, 18, 356–363. doi:10.1111/j.1467-9280.2007.01903.x

    Article  PubMed  Google Scholar 

  • Hsieh, P.-J., & Tse, P. U. (2009). Microsaccade rate varies with subjective visibility during motion-induced blindness. PLoS One, 4, e5163. doi:10.1371/journal.pone.0005163

    Article  PubMed  Google Scholar 

  • Jonides, J. (1980). Towards a model of the mind’s eye’s movement. Canadian Journal of Psychology, 34, 103–112.

    Article  PubMed  Google Scholar 

  • Kliegl, R., Rolfs, M., Laubrock, J., & Engbert, R. (2009). Microsaccadic modulation of response times in spatial attention tasks. Psychological Research, 73, 136–146. doi:10.1007/s00426-008-0202-2

    Article  PubMed  Google Scholar 

  • Kohama, T., & Usui, S. (2002). Attentional effects on microsaccadic eye movements. Current Psychology of Cognition, 21, 377–395.

    Google Scholar 

  • Kowler, E., Anderson, E., Dosher, B., & Blaser, E. (1995). The role of attention in the programming of saccades. Vision Research, 35, 1897–1916. doi:10.1016/0042-6989(94)00279-U

    Article  PubMed  Google Scholar 

  • Laubrock, J., Engbert, R., & Kliegl, R. (2005). Microsaccade dynamics during covert attention. Vision Research, 45, 721–730. doi:10.1016/j.visres.2004.09.029

    Article  PubMed  Google Scholar 

  • Laubrock, J., Engbert, R., & Kliegl, R. (2008). Fixational eye movements predict the perceived direction of ambiguous apparent motion. Journal of Vision, 8 (14, Art. 13), 1–17. doi:10.1167/8.14.13

    Article  PubMed  Google Scholar 

  • Laubrock, J., Engbert, R., Rolfs, M., & Kliegl, R. (2007). Microsaccades are an index of covert attention. Commentary on Horowitz, Fine, Fencsik, Yurgenson, and Wolfe (2007). Psychological Science, 18, 364–366. doi:10.1111/j.1467-9280.2007.01904.x

    Article  PubMed  Google Scholar 

  • Martinez-Conde, S., Macknik, S. L., Troncoso, X. G., & Dyar, T. A. (2006). Microsaccades counteract visual fading during fixation. Neuron, 49, 297–305. doi:10.1016/j.neuron.2005.11.033

    Article  PubMed  Google Scholar 

  • Martinez-Conde, S., Macknik, S. L., Troncoso, X. G., & Hubel, D. H. (2009). Microsaccades: A neurophysiological analysis. Trends in Neurosciences, 32, 463–475. doi:10.1016/j.tins.2009.05.006

    Article  PubMed  Google Scholar 

  • Mergenthaler, K., & Engbert, R. (2007). Modeling the control of fixational eye movements with neurophysiological delays. Physical Review Letters, 98, 138–104: 1–4. doi:10.1103/PhysRevLett.98.138104

    Article  Google Scholar 

  • Pelli, D. G. (1997). The VideoToolbox software for visual psychophysics: Transforming numbers into movies. Spatial Vision, 10, 437–442.

    Article  PubMed  Google Scholar 

  • Posner, M. I. (1980). Orienting of attention: The VIIth Sir Frederic Bartlett lecture. Quarterly Journal of Experimental Psychology, 32A, 3–25. doi:10.1080/00335558008248231

    Google Scholar 

  • Posner, M. I., Snyder, C. R., & Davidson, B. J. (1980). Attention and the detection of signals. Journal of Experimental Psychology: General, 109, 160–174.

    Article  Google Scholar 

  • R Development Core Team (2009). R: A language and environment for statistical computing [Software]. Vienna: R Foundation for Statistical Computing. Available at www.R-project.org.

    Google Scholar 

  • Rolfs, M. (2009). Microsaccades: Small steps on a long way. Vision Research, 49, 2415–2441. doi:10.1016/j.visres.2009.08.010

    Article  PubMed  Google Scholar 

  • Rolfs, M., Engbert, R., & Kliegl, R. (2004). Microsaccade orientation supports attentional enhancement opposite a peripheral cue. Psychological Science, 15, 705–707. doi:10.1111/j.0956-7976.2004.00744.x

    Article  PubMed  Google Scholar 

  • Rolfs, M., Engbert, R., & Kliegl, R. (2005). Crossmodal coupling of oculomotor control and spatial attention in vision and audition. Experimental Brain Research, 166, 427–439. doi:10.1007/s00221-005-2382-y

    Article  Google Scholar 

  • Rolfs, M., Kliegl, R., & Engbert, R. (2008). Toward a model of microsaccade generation: The case of microsaccadic inhibition. Journal of Vision, 8(11, Art. 5), 1–23. doi:10.1167/8.11.5

    Article  PubMed  Google Scholar 

  • Starzynski, C., & Engbert, R. (2009). Noise-enhanced target discrimination under the influence of fixational eye movements and external noise. Chaos, 19, 015112. doi:10.1063/1.3098950

    Article  PubMed  Google Scholar 

  • Troncoso, X. G., Macknik, S. L., & Martinez-Conde, S. (2008). Microsaccades counteract perceptual filling-in. Journal of Vision, 8(14, Art. 15), 1–9. doi:10.1167/8.14.15

    Article  Google Scholar 

  • Troncoso, X. G., Macknik, S. L., Otero-Millan, J., & Martinez-Conde, S. (2008). Microsaccades drive illusory motion in the enigma illusion. Proceedings of the National Academy of Sciences, 105, 16033–16038. doi:10.1073/pnas.0709389105

    Article  Google Scholar 

  • Turatto, M., Valsecchi, M., Tamè, L., & Betta, E. (2007). Microsaccades distinguish between global and local visual processing. Neuro-Report, 18, 1015–1018. doi:10.1097/WNR.0b013e32815b615b

    Google Scholar 

  • Valsecchi, M., Dimigen, O., Kliegl, R., Sommer, W., & Turatto, M. (2009). Microsaccadic inhibition and P300 enhancement in a visual oddball task. Psychophysiology, 46, 635–644. doi:10.1111/j.1469-8986.2009.00791.x

    Article  PubMed  Google Scholar 

  • Van Dam, L. C. J., & van Ee, R. (2006). Retinal image shifts, but not eye movements per se, cause alternations in awareness during binocular rivalry. Journal of Vision, 6, 1172–1179. doi:10.1167/6.11.3

    PubMed  Google Scholar 

  • Van Gisbergen, J. A. M., Robinson, D. A., & Gielen, S. (1981). A quantitative analysis of generation of saccadic eye movements by burst neurons. Journal of Neurophysiology, 45, 417–442.

    PubMed  Google Scholar 

  • Wickham, H. (2009). ggplot2: Elegant graphics for data analysis. New York: Springer.

    Google Scholar 

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Author information

Authors and Affiliations

  1. Department of Psychology, University of Potsdam, Karl-Liebknecht-Str. 24-25, 14476, Potsdam, Germany

    Jochen Laubrock, Reinhold Kliegl, Martin Rolfs & Ralf Engbert

  2. CNRS and Université Paris Descartes, Paris, France

    Martin Rolfs

Authors
  1. Jochen Laubrock
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  2. Reinhold Kliegl
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  3. Martin Rolfs
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  4. Ralf Engbert
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Corresponding authors

Correspondence to Jochen Laubrock or Reinhold Kliegl.

Additional information

This research was supported by Deutsche Forschungsgemeinschaft (Grants KL-955/3 and KL/955-6). Data and R scripts are available upon request.

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Laubrock, J., Kliegl, R., Rolfs, M. et al. When do microsaccades follow spatial attention?. Attention, Perception, & Psychophysics 72, 683–694 (2010). https://doi.org/10.3758/APP.72.3.683

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  • Received: 14 August 2008

  • Accepted: 04 November 2009

  • Issue Date: April 2010

  • DOI: https://doi.org/10.3758/APP.72.3.683

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Keywords

  • Spatial Attention
  • Probability Match
  • Attention Shift
  • Target Interval
  • Covert Attention
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