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Sense of agency for intracortical brain–machine interfaces

Author

Listed:
  • Andrea Serino

    (University Hospital Lausanne (CHUV)
    Campus Biotech)

  • Marcia Bockbrader

    (The Ohio State University
    Beavercreek Township)

  • Tommaso Bertoni

    (University Hospital Lausanne (CHUV))

  • Sam Colachis IV

    (The Ohio State University
    Battelle Memorial Institute)

  • Marco Solcà

    (Campus Biotech)

  • Collin Dunlap

    (The Ohio State University
    Battelle Memorial Institute)

  • Kaitie Eipel

    (The Ohio State University
    St. Elizabeth University)

  • Patrick Ganzer

    (Battelle Memorial Institute
    University of Miami)

  • Nick Annetta

    (Battelle Memorial Institute)

  • Gaurav Sharma

    (Battelle Memorial Institute
    Air Force Research Laboratory)

  • Pavo Orepic

    (Campus Biotech)

  • David Friedenberg

    (Battelle Memorial Institute)

  • Per Sederberg

    (University of Virginia)

  • Nathan Faivre

    (Campus Biotech
    LPNC)

  • Ali Rezai

    (The Ohio State University
    West Virginia University)

  • Olaf Blanke

    (Campus Biotech
    University Hospital)

Abstract

Intracortical brain–machine interfaces decode motor commands from neural signals and translate them into actions, enabling movement for paralysed individuals. The subjective sense of agency associated with actions generated via intracortical brain–machine interfaces, the neural mechanisms involved and its clinical relevance are currently unknown. By experimentally manipulating the coherence between decoded motor commands and sensory feedback in a tetraplegic individual using a brain–machine interface, we provide evidence that primary motor cortex processes sensory feedback, sensorimotor conflicts and subjective states of actions generated via the brain–machine interface. Neural signals processing the sense of agency affected the proficiency of the brain–machine interface, underlining the clinical potential of the present approach. These findings show that primary motor cortex encodes information related to action and sensing, but also sensorimotor and subjective agency signals, which in turn are relevant for clinical applications of brain–machine interfaces.

Suggested Citation

  • Andrea Serino & Marcia Bockbrader & Tommaso Bertoni & Sam Colachis IV & Marco Solcà & Collin Dunlap & Kaitie Eipel & Patrick Ganzer & Nick Annetta & Gaurav Sharma & Pavo Orepic & David Friedenberg & P, 2022. "Sense of agency for intracortical brain–machine interfaces," Nature Human Behaviour, Nature, vol. 6(4), pages 565-578, April.
  • Handle: RePEc:nat:nathum:v:6:y:2022:i:4:d:10.1038_s41562-021-01233-2
    DOI: 10.1038/s41562-021-01233-2
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