Recurrence quantification as an analysis of temporal coordination with complex signals

Charles A. Coey; Auriel Washburn; Michael J. Richardson

doi:10.1007/978-3-319-09531-8_11

Recurrence quantification as an analysis of temporal coordination with complex signals

Charles A. Coey, Auriel Washburn, Michael J. Richardson

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

10 Citations (Scopus)

Abstract

Ample past research demonstrates that human rhythmic behavior and rhythmic coordination reveal complex dynamics. More recently, researchers have begun to examine the dynamics of coordination with complex, fractal signals. Here, we present preliminary research investigating how recurrence quantification techniques might be applied to study temporal coordination with complex signals. Participants attempted to synchronize their rhythmic finger tapping behavior with metronomes with varying fractal scaling properties. The results demonstrated that coordination, as assessed by recurrence analyses, differed with the fractal scaling of the metronome stimulus. Overall, these results suggest that recurrence analyses may aid in understanding temporal coordination between complex systems.

Original language	English
Title of host publication	Translational recurrences
Subtitle of host publication	from mathematical theory to real-world applications
Editors	Norbert Marwan, Michael Riley, Alessandro Giuliani, Charles L. Webber, Jr
Place of Publication	Cham
Publisher	Springer, Springer Nature
Pages	173-186
Number of pages	14
ISBN (Electronic)	9783319095318 , 3319095315
ISBN (Print)	9783319095301 , 3319095307
DOIs	https://doi.org/10.1007/978-3-319-09531-8_11
Publication status	Published - 2014
Externally published	Yes
Event	International Symposium on Recurrence Plots (5th : 2013) - Chicago, United States Duration: 14 Aug 2013 → 16 Aug 2013

Publication series

Name	Springer proceedings in mathematics & statistics
Volume	103
ISSN (Print)	2194-1009
ISSN (Electronic)	2194-1017

Conference

Conference	International Symposium on Recurrence Plots (5th : 2013)
Country/Territory	United States
City	Chicago
Period	14/08/13 → 16/08/13

Access to Document

10.1007/978-3-319-09531-8_11

Cite this

Coey, C. A., Washburn, A., & Richardson, M. J. (2014). Recurrence quantification as an analysis of temporal coordination with complex signals. In N. Marwan, M. Riley, A. Giuliani, & C. L. Webber, Jr (Eds.), Translational recurrences: from mathematical theory to real-world applications (pp. 173-186). (Springer proceedings in mathematics & statistics; Vol. 103). Springer, Springer Nature. https://doi.org/10.1007/978-3-319-09531-8_11

Coey, Charles A. ; Washburn, Auriel ; Richardson, Michael J. / Recurrence quantification as an analysis of temporal coordination with complex signals. Translational recurrences: from mathematical theory to real-world applications. editor / Norbert Marwan ; Michael Riley ; Alessandro Giuliani ; Charles L. Webber, Jr. Cham : Springer, Springer Nature, 2014. pp. 173-186 (Springer proceedings in mathematics & statistics).

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title = "Recurrence quantification as an analysis of temporal coordination with complex signals",

abstract = "Ample past research demonstrates that human rhythmic behavior and rhythmic coordination reveal complex dynamics. More recently, researchers have begun to examine the dynamics of coordination with complex, fractal signals. Here, we present preliminary research investigating how recurrence quantification techniques might be applied to study temporal coordination with complex signals. Participants attempted to synchronize their rhythmic finger tapping behavior with metronomes with varying fractal scaling properties. The results demonstrated that coordination, as assessed by recurrence analyses, differed with the fractal scaling of the metronome stimulus. Overall, these results suggest that recurrence analyses may aid in understanding temporal coordination between complex systems.",

author = "Coey, {Charles A.} and Auriel Washburn and Richardson, {Michael J.}",

year = "2014",

doi = "10.1007/978-3-319-09531-8_11",

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pages = "173--186",

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booktitle = "Translational recurrences",

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note = "International Symposium on Recurrence Plots (5th : 2013) ; Conference date: 14-08-2013 Through 16-08-2013",

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Coey, CA, Washburn, A & Richardson, MJ 2014, Recurrence quantification as an analysis of temporal coordination with complex signals. in N Marwan, M Riley, A Giuliani & CL Webber, Jr (eds), Translational recurrences: from mathematical theory to real-world applications. Springer proceedings in mathematics & statistics, vol. 103, Springer, Springer Nature, Cham, pp. 173-186, International Symposium on Recurrence Plots (5th : 2013), Chicago, Illinois, United States, 14/08/13. https://doi.org/10.1007/978-3-319-09531-8_11

Recurrence quantification as an analysis of temporal coordination with complex signals. / Coey, Charles A.; Washburn, Auriel; Richardson, Michael J.
Translational recurrences: from mathematical theory to real-world applications. ed. / Norbert Marwan; Michael Riley; Alessandro Giuliani; Charles L. Webber, Jr. Cham: Springer, Springer Nature, 2014. p. 173-186 (Springer proceedings in mathematics & statistics; Vol. 103).

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

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AU - Coey, Charles A.

AU - Washburn, Auriel

AU - Richardson, Michael J.

PY - 2014

Y1 - 2014

N2 - Ample past research demonstrates that human rhythmic behavior and rhythmic coordination reveal complex dynamics. More recently, researchers have begun to examine the dynamics of coordination with complex, fractal signals. Here, we present preliminary research investigating how recurrence quantification techniques might be applied to study temporal coordination with complex signals. Participants attempted to synchronize their rhythmic finger tapping behavior with metronomes with varying fractal scaling properties. The results demonstrated that coordination, as assessed by recurrence analyses, differed with the fractal scaling of the metronome stimulus. Overall, these results suggest that recurrence analyses may aid in understanding temporal coordination between complex systems.

AB - Ample past research demonstrates that human rhythmic behavior and rhythmic coordination reveal complex dynamics. More recently, researchers have begun to examine the dynamics of coordination with complex, fractal signals. Here, we present preliminary research investigating how recurrence quantification techniques might be applied to study temporal coordination with complex signals. Participants attempted to synchronize their rhythmic finger tapping behavior with metronomes with varying fractal scaling properties. The results demonstrated that coordination, as assessed by recurrence analyses, differed with the fractal scaling of the metronome stimulus. Overall, these results suggest that recurrence analyses may aid in understanding temporal coordination between complex systems.

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DO - 10.1007/978-3-319-09531-8_11

M3 - Conference proceeding contribution

SN - 9783319095301

SN - 3319095307

T3 - Springer proceedings in mathematics & statistics

SP - 173

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BT - Translational recurrences

A2 - Marwan, Norbert

A2 - Riley, Michael

A2 - Giuliani, Alessandro

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PB - Springer, Springer Nature

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Coey CA, Washburn A, Richardson MJ. Recurrence quantification as an analysis of temporal coordination with complex signals. In Marwan N, Riley M, Giuliani A, Webber, Jr CL, editors, Translational recurrences: from mathematical theory to real-world applications. Cham: Springer, Springer Nature. 2014. p. 173-186. (Springer proceedings in mathematics & statistics). doi: 10.1007/978-3-319-09531-8_11

Recurrence quantification as an analysis of temporal coordination with complex signals

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