Sensorimotor synchronization with tempo-changing auditory sequences: Modeling temporal adaptation and anticipation

Brain Research
M C Marieke van der SteenPeter E Keller

Abstract

The current study investigated the human ability to synchronize movements with event sequences containing continuous tempo changes. This capacity is evident, for example, in ensemble musicians who maintain precise interpersonal coordination while modulating the performance tempo for expressive purposes. Here we tested an ADaptation and Anticipation Model (ADAM) that was developed to account for such behavior by combining error correction processes (adaptation) with a predictive temporal extrapolation process (anticipation). While previous computational models of synchronization incorporate error correction, they do not account for prediction during tempo-changing behavior. The fit between behavioral data and computer simulations based on four versions of ADAM was assessed. These versions included a model with adaptation only, one in which adaptation and anticipation act in combination (error correction is applied on the basis of predicted tempo changes), and two models in which adaptation and anticipation were linked in a joint module that corrects for predicted discrepancies between the outcomes of adaptive and anticipatory processes. The behavioral experiment required participants to tap their finger in time with three audito...Continue Reading

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Citations

Sep 9, 2015·Brain Research·Erich SchrögerIria SanMiguel
Mar 17, 2015·Annals of the New York Academy of Sciences·M C Marieke van der SteenPeter E Keller
Jan 1, 2018·The Journal of the Acoustical Society of America·Emily GraberElizabeth Hellmuth Margulis
Aug 12, 2017·The Quarterly Journal of Experimental Psychology : QJEP·Ian D ColleyAndrea R Halpern
Oct 16, 2018·Social Cognitive and Affective Neuroscience·Ruina DaiChaozhe Zhu
Aug 8, 2018·The Quarterly Journal of Experimental Psychology : QJEP·Peta F MillsPeter E Keller
Dec 24, 2019·Frontiers in Integrative Neuroscience·Jennifer A Bugos
Apr 17, 2015·Journal of Neurophysiology·Ignasi CosEmmanuel Guigon
Aug 23, 2018·Frontiers in Psychology·Victor E Gonzalez-SanchezAlexander Refsum Jensenius
Aug 24, 2021·Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences·Tomas LencSylvie Nozaradan

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