Abstract
Research has demonstrated that the human cognitive system allocates attention most efficiently to a stimulus that occurs in synchrony with an established rhythmic background. However, our environment is dynamic and constantly changing. What happens when rhythms to which our cognitive system adapted disappear? We addressed this question using a visual categorization task comprising emotional and neutral faces. The task was split into three blocks of which the first and the last were completed in silence. The second block was accompanied by an acoustic background rhythm that, for one group of participants, was synchronous with face presentations, and for another group was asynchronous. Irrespective of group, performance improved with background stimulation. Importantly, improved performance extended into the third silent block for the synchronous, but not for the asynchronous group. These data suggest that attentional entrainment resulting from rhythmic environmental regularities disintegrates only gradually after the regularities disappear.
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References
Anderson, B., & Sheinberg, D. L. (2008). Effects of temporal context and temporal expectancy on neural activity in inferior temporal cortex. Neuropsychologia, 46(4), 947–957.
Bates, D., Maechler, M., Bolker, B., & Walker, S. (2015). Fitting linear mixed-effects models using lme4. Journal of Statistical Software, 67(1), 1–48. https://doi.org/10.18637/jss.v067.i01.
Besle, J., Schevon, C. A., Mehta, A. D., Lakatos, P., Goodman, R. R., McKhann, G. M., Emerson, R. G., & Schroeder, C. E. (2011). Tuning of the human neocortex to the temporal dynamics of attended events. Journal of Neuroscience, 31(9), 3176–3185.
Brochard, R., Tassin, M., & Zagar, D. (2013). Got rhythm … for better or worse. Cross-modal effects of auditory rhythm on visual word recognition. Cognition, 127(2), 214–219.
Buzsáki, G., & Draguhn, A. (2004). Neuronal oscillations in cortical networks. Science, 304, 1926–1929.
Chomiak, T., Watts, A., Meyer, N., Pereira, F. V., & Hu, B. (2017). A training approach to improve stepping automaticity while dual-tasking in Parkinson’s disease. Medicine, 96(5), e5934.
Correa, A., Lupiáñez, J., & Tudela, P. (2005). Attentional preparation based on temporal expectancy modulates processing at the perceptual level. Psychonomic Bullentin & Review, 12(2), 328–334.
Correa, A., & Nobre, A. C. (2008). Neural modulation by regularity and passage of time. Journal of Neurophysiology, 100, 1649–1655.
Coull, J. T., & Nobre, A. C. (19989. Where and when to pay attention: the neural systems for directing attention to spatial locations and to time intervals as revealed by both PET and fMRI. Journal of Neuroscience, 18, 7426–7435.
Cravo, A. M., Rohenkohl, G., Wyart, V., & Nobre, A. C. (2013). Temporal expectation enhances contrast sensitivity by phase entrainment of low-frequency oscillations in visual cortex. Journal of Neuroscience, 33, 4002–4010.
Cumming, G. (2012). Understanding the new statistics: Effect sizes, confidence intervals, and meta-analysis. New York: Routledge.
Degé, F., & Schwarzer, G. (2011). The effect of a music program on phonological awareness in preschoolers. Frontiers in Psychology, 2, 124. https://doi.org/10.1525/mp.2011.29.2.195.
Desimone, R., & Duncan, J. (1995). Neural mechanism of selective visual attention. Annual Review of Neuroscience, 18, 193–222.
Doherty, J. R., Rao, A., Mesulam, M. M., & Nobre, A. C. (2005). Synergistic effect of combined temporal and spatial expectations on visual attention.. Journal of Neuroscience, 25, 8259–8266.
Ebner, N. C., Riediger, M., & Lindenberger, U. (2010). FACES—a database of facial expressions in young, middle-aged, and older women and men. Development and validation. Behavioral Research Methods, 42, 351–362.
Escoffier, N., Herrmann, C. S., & Schirmer, A. (2015). Auditory rhythms entrain visual processes in the human brain: Evidence from evoked oscillations and event-related potentials. NeuroImage, 111, 267–276.
Escoffier, N., Sheng, D. Y., & Schirmer, A. (2010). Unattended Musical Beats Enhance Visual Processing. Acta Psychologica, 135(1), 12–16.
Escoffier, N., & Tillmann, B. (2008). The tonal function of a task-irrelevant chord modulates speed of visual processing. Cognition, 107, 1070–1083.
Ghazanfar, A, Morrill, R. J., & Kayser, C. (2013). Monkeys are perceptually tuned to facial expressions that exhibit a theta-like speech rhythm. Proc Natl Acad Sci USA., 110, 1959–1963
Hallam, S., Price, J., & Katsarou, G. (2002). The effects of background music on primary school pupils’ task performance. Educational Studies, 28(2), 111–122.
Henry, M. J., & Obleser, J. (2012). Frequency modulation entrains slow neural oscillations and optimizes human listening behavior. Proceedings of the National Academy of Sciences, 109(49), 20095–20100.
Husain, G., Thompson, W. F., & Schellenberg, E. G. (2002). Effects of musical tempo and mode on arousal, mood, and spatial abilities. Music Perception, 20, 151–171.
Jones, M. R. (1976). Time, our lost dimension: toward a new theory of perception, attention and memory. Psychological Rev, 83(5), 323–355.
Jones, M. R., & Boltz, M. (1989). Dynamic attending and responses to time. Psychological Review, 96, 459–491.
Jones, M. R., Moynihan, H., MacKenzie, N., & Puente, J. (2002). Temporal aspects of stimulus-driven attending in dynamic arrays. Psychological Science, 13, 313–319.
Kahneman, D. (1973). Attention and effort. Englewood Cliffs: Prentice Hall.
Karageorghis, C. I., & Priest, D. L. (2011). Music in the exercise domain: a review and synthesis (Part II). International Review of Sport and Exercise Psychology, 5(1), 67–84.
Kirby, K. N., Gerlanc, D. (2013). BootES: An R package for bootstrap confidence intervals on effect sizes. Behavior Research Methods, 45(4), 905–927.
Lakatos, P., Karmos, G., Mehta, A. D., Ulbert, I., & Schroeder, C. E. (2008). Entrainment of neuronal oscillations as a mechanism of attentional selection. Science, 320, 110–113.
Lakatos, P., Shah, A. S., Knuth, K. H., Ulbert, I., Karmos, G., & Schroeder, C. E. (2005). An oscillatory hierarchy controlling neuronal excitability and stimulus processing in the auditory cortex. Journal of Neurophysiology, 94, 1904–1911.
Large, E., & Jones, M. R. (1999). The dynamics of attending: How we track time varying events. Psychological Review, 106, 119–159.
Nobre, A. C., Rohenkoh,l G., & Stokes, M. (2012). Nervous anticipation: Top-down biasing across space and time. In M. I. Posner (Ed.), Cognitive Neuroscience of Attention 2ed (pp. 159–186). New York: Guilford Press.
Nozaradan, S., Peretz, I., & Keller, P. E. (2016). Individual differences in rhythmic cortical entrainment correlate with predictive behavior in sensorimotor synchronization. Scientific Reports, 6, 20612.
Posner, M. I. (1980). Orienting of attention. Quarterly Journal of Experimental Psychology, 32(1), 3–25.
Rohenkohl, G., Cravo, A. M., Wyart, V., & Nobre, A. C. (2012). Temporal expectation improves the quality of sensory information. Journal of Neuroscience, 32, 8424–8428.
Rouder, J. N., Speckman, P. L., Sun, D., Morey, R. D., & Iverson, G. (2009). Bayesian t tests for accepting and rejecting the null hypothesis. Psychonomic Bulletin & Review, 16(2), 225–237.
Schirmer, A., Meck, W. H., & Penny, T. B. (2016). The Socio-Temporal Brain: Connecting People in Time. Trends in Cognitive Science, 20(10), 760–772.
Schroeder, C. E., & Lakatos, P. (2009). Low-frequency neuronal oscillations as instruments of sensory selection. Trends in Neuroscience, 32(1), 9–18.
Serences, J. T., Schwarzbach, J., Courtney, S. M., Golay, X., & Yantis, S. (2004). Control of object-based attention in human cortex. Cerebral Cortex, 14(12), 1346–1357.
Smith, Z. M., Delgutte, B., & Oxenham, A. J. (2002). Chimaeric sounds reveal dichotomies inauditory perception. Nature, 416(6876), 87–90.
Stupacher, J., Witte, M., Hove, M. J., & Wood, G. (2016). Neural entrainment in drum rhythms with silent breaks: Evidence from steady-state evoked and event-related potentials. Journal of Cognitive Neuroscience, 28(12), 1865–1877.
Tal, I., Large, E. W., Rabinovitch, E., Wei, Y., Schroeder, C. E., Poeppel, D., & Golumbic, Z., E (2017). Neural entrainment to the beat: The “missing-pulse” phenomenon. Journal of Neuroscience, 37(26), 6331–6341.
Wallentin, M., Nielsen, A. H., Friis-Olivarius, M., Vuust, C., & Vuust, P. (2010). The musical ear test, a new reliable test for measuring musical competence. Learning and Individual Differences, 20(3), 188–196.
Wickens, C. D. (1991). Processing resources and attention. In D. L. Damos (Ed.), Multipletask performance (pp. 3–34). London: Taylor and Francis.
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We thank Peta Mills for the helping with the data acquisition.
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All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki Declaration and its later amendments or comparable ethical standards. Informed consent was obtained from all individual participants included in the study.
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Trapp, S., Havlicek, O., Schirmer, A. et al. When the rhythm disappears and the mind keeps dancing: sustained effects of attentional entrainment. Psychological Research 84, 81–87 (2020). https://doi.org/10.1007/s00426-018-0983-x
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DOI: https://doi.org/10.1007/s00426-018-0983-x