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Graded decisions in the human brain

Author

Listed:
  • Tao Xie

    (Washington University School of Medicine
    National Center for Adaptive Neurotechnologies)

  • Markus Adamek

    (Washington University School of Medicine
    National Center for Adaptive Neurotechnologies)

  • Hohyun Cho

    (Washington University School of Medicine
    National Center for Adaptive Neurotechnologies)

  • Matthew A. Adamo

    (Albany Medical College)

  • Anthony L. Ritaccio

    (Albany Medical College
    Mayo Clinic)

  • Jon T. Willie

    (Washington University School of Medicine
    National Center for Adaptive Neurotechnologies)

  • Peter Brunner

    (Washington University School of Medicine
    National Center for Adaptive Neurotechnologies
    Albany Medical College)

  • Jan Kubanek

    (University of Utah)

Abstract

Decision-makers objectively commit to a definitive choice, yet at the subjective level, human decisions appear to be associated with a degree of uncertainty. Whether decisions are definitive (i.e., concluding in all-or-none choices), or whether the underlying representations are graded, remains unclear. To answer this question, we recorded intracranial neural signals directly from the brain while human subjects made perceptual decisions. The recordings revealed that broadband gamma activity reflecting each individual’s decision-making process, ramped up gradually while being graded by the accumulated decision evidence. Crucially, this grading effect persisted throughout the decision process without ever reaching a definite bound at the time of choice. This effect was most prominent in the parietal cortex, a brain region traditionally implicated in decision-making. These results provide neural evidence for a graded decision process in humans and an analog framework for flexible choice behavior.

Suggested Citation

  • Tao Xie & Markus Adamek & Hohyun Cho & Matthew A. Adamo & Anthony L. Ritaccio & Jon T. Willie & Peter Brunner & Jan Kubanek, 2024. "Graded decisions in the human brain," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-48342-w
    DOI: 10.1038/s41467-024-48342-w
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    References listed on IDEAS

    as
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