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dc.contributor.authorStephen, Damian G.
dc.contributor.authorHsu, Wen-Hao
dc.contributor.authorYoung, Diana
dc.contributor.authorSaltzman, Elliot L.
dc.contributor.authorHolt, Kenneth G.
dc.contributor.authorWood, Robert J.
dc.contributor.authorNagpal, Radhika
dc.contributor.authorGoldfield, Eugene C.
dc.contributor.authorNewman, Dava J
dc.contributor.authorWeinberg, Marc
dc.date.accessioned2017-06-23T15:01:40Z
dc.date.available2017-06-23T15:01:40Z
dc.date.issued2012-09
dc.identifier.issn0960-0779
dc.identifier.urihttp://hdl.handle.net/1721.1/110206
dc.description.abstractPrevious research has considered infant spontaneous kicking as a form of exploration. According to this view, spontaneous kicking provides information about motor degrees of freedom and may shape multijoint coordinations for more complex movement patterns such as gait. Recent work has demonstrated that multifractal, multiplicative fluctuations in exploratory movements index energy flows underlying perceptual-motor information. If infant spontaneous kicking is exploratory and occasions an upstream flow of information from the motor periphery, we expected not only that multiplicativity of fluctuations at the hip should promote multiplicativity of fluctuations at more distal joints (i.e., reflecting downstream effects of neural control) but also that multiplicativity at more distal joints should promote multiplicativity at the hip. Multifractal analysis demonstrated that infant spontaneous kicking in four typically developing infants for evidence of multiplicative fluctuations in multiple joint angles along the leg (i.e., hip, knee, and ankle) exhibited multiplicativity. Vector autoregressive modeling demonstrated that only one leg exhibited downstream effects but that both legs exhibited upstream effects. These results confirm the exploratory aspect of infant spontaneous kicking and suggest chaotic dynamics in motor coordination. They also resonate with existing models of chaos-controlled robotics and noise-based interventions for rehabilitating motor coordination in atypically developing patients.en_US
dc.description.sponsorshipNational Institutes of Health (U.S.) (Grant P30HD18655)en_US
dc.description.sponsorshipWyss Institute for Biologically Inspired Engineeringen_US
dc.description.sponsorshipNational Science Foundation (U.S.). Division of Computer and Network Systems (0932015)en_US
dc.language.isoen_US
dc.publisherElsevieren_US
dc.relation.isversionofhttp://dx.doi.org/10.1016/j.chaos.2012.06.005en_US
dc.rightsCreative Commons Attribution-NonCommercial-NoDerivs Licenseen_US
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/en_US
dc.sourceMIT web domainen_US
dc.titleMultifractal fluctuations in joint angles during infant spontaneous kicking reveal multiplicativity-driven coordinationen_US
dc.typeArticleen_US
dc.identifier.citationStephen, Damian G. et al. “Multifractal Fluctuations in Joint Angles during Infant Spontaneous Kicking Reveal Multiplicativity-Driven Coordination.” Chaos, Solitons & Fractals 45.9–10 (2012): 1201–1219.en_US
dc.contributor.departmentCharles Stark Draper Laboratoryen_US
dc.contributor.departmentMassachusetts Institute of Technology. Department of Aeronautics and Astronauticsen_US
dc.contributor.mitauthorNewman, Dava J
dc.contributor.mitauthorWeinberg, Marc
dc.relation.journalChaos, Solitons & Fractalsen_US
dc.eprint.versionOriginal manuscripten_US
dc.type.urihttp://purl.org/eprint/type/JournalArticleen_US
eprint.statushttp://purl.org/eprint/status/NonPeerRevieweden_US
dspace.orderedauthorsStephen, Damian G.; Hsu, Wen-Hao; Young, Diana; Saltzman, Elliot L.; Holt, Kenneth G.; Newman, Dava J.; Weinberg, Marc; Wood, Robert J.; Nagpal, Radhika; Goldfield, Eugene C.en_US
dspace.embargo.termsNen_US
dc.identifier.orcidhttps://orcid.org/0000-0001-6190-348X
mit.licensePUBLISHER_CCen_US
mit.metadata.statusComplete


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