IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0221275.html
   My bibliography  Save this article

Feedback delays can enhance anticipatory synchronization in human-machine interaction

Author

Listed:
  • Auriel Washburn
  • Rachel W Kallen
  • Maurice Lamb
  • Nigel Stepp
  • Kevin Shockley
  • Michael J Richardson

Abstract

Research investigating the dynamics of coupled physical systems has demonstrated that small feedback delays can allow a dynamic response system to anticipate chaotic behavior. This counterintuitive phenomenon, termed anticipatory synchronization, has been observed in coupled electrical circuits, laser semi-conductors, and artificial neurons. Recent research indicates that the same process might also support the ability of humans to anticipate the occurrence of chaotic behavior in other individuals. Motivated by this latter work, the current study examined whether the process of feedback delay induced anticipatory synchronization could be employed to develop an interactive artificial agent capable of anticipating chaotic human movement. Results revealed that incorporating such delays within the movement-control dynamics of an artificial agent not only enhances an artificial agent’s ability to anticipate chaotic human behavior, but to synchronize with such behavior in a manner similar to natural human-human anticipatory synchronization. The implication of these findings for the development of human-machine interaction systems is discussed.

Suggested Citation

  • Auriel Washburn & Rachel W Kallen & Maurice Lamb & Nigel Stepp & Kevin Shockley & Michael J Richardson, 2019. "Feedback delays can enhance anticipatory synchronization in human-machine interaction," PLOS ONE, Public Library of Science, vol. 14(8), pages 1-17, August.
    • Handle: RePEc:plo:pone00:0221275
    DOI: 10.1371/journal.pone.0221275
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0221275
    Download Restriction: no
    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0221275&type=printable
    Download Restriction: no
    File URL: https://libkey.io/10.1371/journal.pone.0221275?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Toral, Raúl & Masoller, C & Mirasso, Claudio R & Ciszak, M & Calvo, O, 2003. "Characterization of the anticipated synchronization regime in the coupled FitzHugh–Nagumo model for neurons," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 325(1), pages 192-198.
    2. Viviane Kostrubiec & Guillaume Dumas & Pier-Giorgio Zanone & J A Scott Kelso, 2015. "The Virtual Teacher (VT) Paradigm: Learning New Patterns of Interpersonal Coordination Using the Human Dynamic Clamp," PLOS ONE, Public Library of Science, vol. 10(11), pages 1-24, November.
    3. J A Scott Kelso & Gonzalo C de Guzman & Colin Reveley & Emmanuelle Tognoli, 2009. "Virtual Partner Interaction (VPI): Exploring Novel Behaviors via Coordination Dynamics," PLOS ONE, Public Library of Science, vol. 4(6), pages 1-11, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Kelty-Stephen, Damian G. & Mangalam, Madhur, 2024. "Additivity suppresses multifractal nonlinearity due to multiplicative cascade dynamics," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 637(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Chao Zhai & Francesco Alderisio & Piotr Słowiński & Krasimira Tsaneva-Atanasova & Mario di Bernardo, 2016. "Design of a Virtual Player for Joint Improvisation with Humans in the Mirror Game," PLOS ONE, Public Library of Science, vol. 11(4), pages 1-17, April.
    2. Iran R Roman & Auriel Washburn & Edward W Large & Chris Chafe & Takako Fujioka, 2019. "Delayed feedback embedded in perception-action coordination cycles results in anticipation behavior during synchronized rhythmic action: A dynamical systems approach," PLOS Computational Biology, Public Library of Science, vol. 15(10), pages 1-32, October.
    3. Gregory Zelic & Denis Mottet & Julien Lagarde, 2012. "Behavioral Impact of Unisensory and Multisensory Audio-Tactile Events: Pros and Cons for Interlimb Coordination in Juggling," PLOS ONE, Public Library of Science, vol. 7(2), pages 1-11, February.
    4. Wang, Qingyun & Duan, Zhisheng & Feng, Zhaosheng & Chen, Guanrong & Lu, Qishao, 2008. "Synchronization transition in gap-junction-coupled leech neurons," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(16), pages 4404-4410.
    5. Stephen, Damian G. & Dixon, James A., 2011. "Strong anticipation: Multifractal cascade dynamics modulate scaling in synchronization behaviors," Chaos, Solitons & Fractals, Elsevier, vol. 44(1), pages 160-168.
    6. Viviane Kostrubiec & Guillaume Dumas & Pier-Giorgio Zanone & J A Scott Kelso, 2015. "The Virtual Teacher (VT) Paradigm: Learning New Patterns of Interpersonal Coordination Using the Human Dynamic Clamp," PLOS ONE, Public Library of Science, vol. 10(11), pages 1-24, November.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0221275. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.