Saccadic reaction times to audiovisual stimuli show effects of oscillatory phase reset
Open accessAbstract
Initiating an eye movement towards a suddenly appearing visual target is faster when an accessory auditory stimulus occurs in close spatiotemporal vicinity. Such facilitation of saccadic reaction time (SRT) is well-documented, but the exact neural mechanisms underlying the crossmodal effect remain to be elucidated. From EEG/MEG studies it has been hypothesized that coupled oscillatory activity in primary sensory cortices regulates multisensory processing. Specifically, it is assumed that the phase of an ongoing neural oscillation is shifted due to the occurrence of a sensory stimulus so that, across trials, phase values become highly consistent (phase reset). If one can identify the phase an oscillation is reset to, it is possible to predict when temporal windows of high and low excitability will occur. However, in behavioral experiments the pre-stimulus phase will be different on successive repetitions of the experimental trial, and average performance over many trials will show no signs of the modulation. Here we circumvent this problem by repeatedly presenting an auditory accessory stimulus followed by a visual target stimulus with a temporal delay varied in steps of 2 ms. Performing a discrete time series analysis on SRT as a function of the delay, we provide statistical evidence for the existence of distinct peak spectral components in the power spectrum. These frequencies, although varying across participants, fall within the beta and gamma range (20 to 40 Hz) of neural oscillatory activity observed in neurophysiological studies of multisensory integration. Some evidence for high-theta/alpha activity was found as well. Our results are consistent with the phase reset hypothesis and demonstrate that it is amenable to testing by purely psychophysical methods. Thus, any theory of multisensory processes that connects specific brain states with patterns of saccadic responses should be able to account for traces of oscillatory activity in observable behavior.
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Phase reset and synchronization of ongoing oscillatory activity may be impacted in autism spectrum disorder.
“One hypothesized mechanism for this information transfer across broad regions is the phase reset and synchronization of ongoing oscillatory activity (Diederich et al., 2012; Fries, 2005; Lakatos et al., 2007; Mercier et al., 2013; Varela et al., 2001), which may be impacted in ASD (Buard et al., 2013; Khan et al., 2013; Milne et al., 2009).”
From Behavioral, Perceptual, and Neural Alterations in Sensory and Multisensory Function in Autism Spectrum Disorder (2015) · cites this paper as Diederich et al., 2012
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EEG alpha and theta oscillations reflect cognitive and memory performance: a review and analysis
Klimesch, W. (1999) · Brain Research Reviews · doi:10.1016/s0165-0173(98)00056-3 · Cited by 6,889 · see citing works
Neuronal Oscillations in Cortical Networks
Buzsáki, G., & Draguhn, A. (2004) · Science · doi:10.1126/science.1099745 · Cited by 6,576 · see citing works
Random Data-Analysis and Measurement Procedures
Bendat, J. S., Piersol, A. G., & Saunders, H. (1989) · Journal of vibration and acoustics · doi:10.1115/1.3269865 · Cited by 6,401 · see citing works
Dynamic predictions: Oscillations and synchrony in top–down processing
Engel, A. K., Fries, P., & Singer, W. (2001) · Nature Reviews Neuroscience · doi:10.1038/35094565 · Cited by 3,454 · see citing works
High Gamma Power Is Phase-Locked to Theta Oscillations in Human Neocortex
Canolty, R. T., Edwards, E., Dalal, S. S., Soltani, M., Nagarajan, S. S., Kirsch, H. E., Berger, M. S., Barbaro, N. M., & Knight, R. T. (2006) · Science · doi:10.1126/science.1128115 · Cited by 2,650 · see citing works
The functional role of cross-frequency coupling
Canolty, R. T., & Knight, R. T. (2010) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2010.09.001 · Cited by 2,101 · see citing works
Random Data: Analysis and Measurement Procedures
Harris, B., Bendat, J. S., & Piersol, A. G. (1975) · Technometrics · doi:10.2307/1268362 · Cited by 2,083 · see citing works
Spectral fingerprints of large-scale neuronal interactions
Siegel, M., Donner, T. H., & Engel, A. K. (2012) · Nature Reviews Neuroscience · doi:10.1038/nrn3137 · Cited by 1,295 · see citing works
Lakatos, P., Shah, A. S., Knuth, K. H., Ulbert, I., Karmos, G., & Schroeder, C. E. (2005) · Journal of Neurophysiology · doi:10.1152/jn.00263.2005 · Cited by 1,241 · see citing works
The Phase of Ongoing EEG Oscillations Predicts Visual Perception
Busch, N. A., Dubois, J., & Rufin Vanrullen, A. (2009) · Journal of Neuroscience · doi:10.1523/jneurosci.0113-09.2009 · Cited by 1,133 · see citing works
To See or Not to See: Prestimulus α Phase Predicts Visual Awareness
Mathewson, K. E., Gratton, G., Fabiani, M., Beck, D. M., & Ro, T. (2009) · Journal of Neuroscience · doi:10.1523/jneurosci.3963-08.2009 · Cited by 1,011 · see citing works
Neuronal oscillations and multisensory interaction in primary auditory cortex
Lakatos, P., Chen, C.-M., O'Connell, M. N., Mills, A., & Schroeder, C. E. (2007) · Neuron · doi:10.1016/j.neuron.2006.12.011 · Cited by 961 · see citing works
Gamma-band synchronization in visual cortex predicts speed of change detection
Womelsdorf, T., Fries, P., Mitra, P. P., & Desimone, R. (2005) · Nature · doi:10.1038/nature04258 · Cited by 741 · see citing works
Attention modulates synchronized neuronal firing in primate somatosensory cortex
Steinmetz, P. N., Roy, A., Fitzgerald, P. J., Hsiao, S. S., Johnson, K. O., & Niebur, E. (2000) · Nature · doi:10.1038/35004588 · Cited by 725 · see citing works
Visual modulation of neurons in auditory cortex.
Kayser, C., Petkov, C., & Logothetis, N. (2008) · Cerebral Cortex · doi:10.1093/cercor/bhm187 · Cited by 533 · see citing works
Neuronal oscillations and visual amplification of speech
Schroeder, C. E., Lakatos, P., Kajikawa, Y., Partan, S. R., & Puce, A. (2008) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2008.01.002 · Cited by 487 · see citing works
Crossmodal binding through neural coherence: implications for multisensory processing
Senkowski, D., Schneider, T. R., Foxe, J. J., & Engel, A. K. (2008) · Trends in Neurosciences · doi:10.1016/j.tins.2008.05.002 · Cited by 383 · see citing works
The Leading Sense: Supramodal Control of Neurophysiological Context by Attention
Lakatos, P., O’Connell, M. N., Barczak, A., Mills, A., Javitt, D. C., & Schroeder, C. E. (2009) · Neuron · doi:10.1016/j.neuron.2009.10.014 · Cited by 381 · see citing works
Diederich, A., & Colonius, H. (2004) · Perception & Psychophysics · doi:10.3758/bf03195006 · Cited by 380 · see citing works
Self-citationSauseng, P., Klimesch, W., Gruber, W. R., Hanslmayr, S., Freunberger, R., & Doppelmayr, M. M. (2007) · Neuroscience · doi:10.1016/j.neuroscience.2007.03.014 · Cited by 371 · see citing works
Spatial and temporal factors determine auditory-visual interactions in human saccadic eye movements
Frens, M. A., Opstal, A. J. V., & van der Willigen, R. F. (1995) · Perception & Psychophysics · doi:10.3758/bf03206796 · Cited by 328 · see citing works
Psychological phenomena and the electroencephalogram
Lindsley, D. B. (1952) · Electroencephalography and Clinical Neurophysiology · doi:10.1016/0013-4694(52)90075-8 · Cited by 315 · see citing works
Oscillatory neuronal synchronization in primary visual cortex as a correlate of stimulus selection
Fries, P., Schröder, J.-H., Roelfsema, P. R., Singer, W., & Engel, A. K. (2002) · The Journal of Neuroscience · doi:10.1523/jneurosci.22-09-03739.2002 · Cited by 307 · see citing works
Ongoing EEG Phase as a Trial-by-Trial Predictor of Perceptual and Attentional Variability
VanRullen, R., Busch, N., Drewes, J., & Dubois, J. (2011) · Front. Psychology · doi:10.3389/fpsyg.2011.00060 · Cited by 244 · see citing works
Sounds Reset Rhythms of Visual Cortex and Corresponding Human Visual Perception
Romei, V., Groß, J., & Thut, G. (2012) · Current Biology · doi:10.1016/j.cub.2012.03.025 · Cited by 239 · see citing works
Mathewson, K. E., Fabiani, M., Gratton, G., Beck, D. M., & Lleras, A. (2009) · Cognition · doi:10.1016/j.cognition.2009.11.010 · Cited by 186 · see citing works
Gomez‐Ramirez, M., Kelly, S. P., Molholm, S., Sehatpour, P., Schwartz, T. H., & Foxe, J. J. (2011) · Journal of Neuroscience · doi:10.1523/jneurosci.2164-11.2011 · Cited by 168 · see citing works
Fiebelkorn, I. C., Foxe, J. J., Butler, J. S., Mercier, M. R., Snyder, A. C., & Molholm, S. (2011) · Journal of Neuroscience · doi:10.1523/jneurosci.1338-11.2011 · Cited by 142 · see citing works
Senkowski, D. (2005) · Cerebral Cortex · doi:10.1093/cercor/bhj091 · Cited by 131 · see citing works
Drewes, J., & Rufin Vanrullen, A. (2011) · Journal of Neuroscience · doi:10.1523/jneurosci.4795-10.2011 · Cited by 130 · see citing works
Cross-Modal Phase Reset Predicts Auditory Task Performance in Humans
Thorne, J. D., Vos, M. D., Viola, F. C., & Debener, S. (2011) · Journal of Neuroscience · doi:10.1523/jneurosci.6176-10.2011 · Cited by 117 · see citing works
The Psychophysics of Brain Rhythms
VanRullen, R., & Dubois, J. (2011) · Frontiers in Psychology · doi:10.3389/fpsyg.2011.00203 · Cited by 89 · see citing works
Geißler, H.-G. (1987) · Psychological Research · doi:10.1007/bf00308674 · Cited by 84 · see citing works
Venables, P. H. (1960) · British Journal of Psychology · doi:10.1111/j.2044-8295.1960.tb00722.x · Cited by 79 · see citing works
Gamma flicker triggers attentional selection without awareness
Bauer, F. J., Cheadle, S. W., Parton, A. D., Müller, H. J., & Usher, M. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0810496106 · Cited by 75 · see citing works
Temporal Oscillations in Human Perception
Dehaene, S. (1993) · Psychological Science · doi:10.1111/j.1467-9280.1993.tb00273.x · Cited by 74 · see citing works
Auditory Event-Related Response in Visual Cortex Modulates Subsequent Visual Responses in Humans
Naue, N., Rach, S., Strüber, D., Huster, R. J., Zaehle, T., Körner, U., & Herrmann, C. S. (2011) · Journal of Neuroscience · doi:10.1523/jneurosci.1076-11.2011 · Cited by 73 · see citing works
Multimodal visual–somatosensory integration in saccade generation
Amlôt, R., Walker, R., Driver, J., & Spence, C. J. (2002) · Neuropsychologia · doi:10.1016/s0028-3932(02)00139-2 · Cited by 70 · see citing works
The optimal time window of visual–auditory integration: a reaction time analysis
Colonius, H. (2010) · Frontiers in Integrative Neuroscience · doi:10.3389/fnint.2010.00011 · Cited by 55 · see citing works
Self-citationThe effect of spatial–temporal audiovisual disparities on saccades in a complex scene
van Wanrooij, M. M., Bell, A. H., Munoz, D. P., & Opstal, A. J. V. (2009) · Experimental Brain Research · doi:10.1007/s00221-009-1815-4 · Cited by 45 · see citing works
Oszillatorische Komponenten in Reaktionszeiten
P�ppel, E. (1968) · Die Naturwissenschaften · doi:10.1007/bf00602678 · Cited by 41 · see citing works
Multisensory integration produces an initial response enhancement
Rowland, B. A. (2007) · Frontiers in Integrative Neuroscience · doi:10.3389/neuro.07.004.2007 · Cited by 40 · see citing works
Colonius, H., & Diederich, A. (2011) · Experimental Brain Research · doi:10.1007/s00221-011-2732-x · Cited by 34 · see citing works
Self-citationDiederich, A., & Colonius, H. (2008) · Brain Research · doi:10.1016/j.brainres.2008.05.081 · Cited by 26 · see citing works
Self-citationOscillatory mechanisms in human reaction times?
Vorberg, D., & Schwarz, W. (1987) · Die Naturwissenschaften · doi:10.1007/bf00446104 · Cited by 7 · see citing works
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- Authors
- Diederich, A., Schomburg, A., & Colonius, H.
- Affiliations
- Constructor University (DE)
- Carl von Ossietzky Universität Oldenburg (DE)
- Corresponding author
- Diederich, Adele
- Venue
- PLoS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2012-10-03
- Volume
- 7
- Issue
- 10
- Pages
- e44910
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC3463580
- OpenAlex
- W2058048080
- Cited by
- 27
- References
- 45
- Citations by year
- 2026: 1 · 2025: 1 · 2024: 2 · 2022: 1 · 2021: 2 · 2020: 1 · 2018: 2 · 2017: 3 · 2016: 4 · 2015: 3 · 2014: 3 · 2013: 4
- FWCI
- 4.29
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- PLoS ONE (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Figshare (submittedVersion, cc-by)
- Funders
- Deutsche Forschungsgemeinschaft
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Multisensory perception and integration
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural dynamics and brain function
- Life Sciences › Neuroscience › Cognitive Neuroscience › Visual perception and processing mechanisms
- Keywords
- saccade latency, audiovisual stimuli, phase reset, neural oscillations, multisensory integration, beta oscillations, gamma oscillations, time delay, power spectrum analysis
- MeSH terms
- Adult, Algorithms, Audiovisual Aids, Brain Mapping, Electroencephalography, Female, Humans, Male, Models, Neurological, Photic Stimulation, Psychomotor Performance, Reaction Time, Saccades, Somatosensory Cortex, Visual Perception, Magnetoencephalography, Young Adult
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