IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v15y2024i1d10.1038_s41467-024-48342-w.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-024-48342-w
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-024-48342-w?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. Niklas Wilming & Peter R. Murphy & Florent Meyniel & Tobias H. Donner, 2020. "Large-scale dynamics of perceptual decision information across human cortex," Nature Communications, Nature, vol. 11(1), pages 1-14, December.
    2. Arghya Mukherjee & Norman H. Lam & Ralf D. Wimmer & Michael M. Halassa, 2021. "Thalamic circuits for independent control of prefrontal signal and noise," Nature, Nature, vol. 600(7887), pages 100-104, December.
    3. Timothy D. Hanks & Charles D. Kopec & Bingni W. Brunton & Chunyu A. Duan & Jeffrey C. Erlich & Carlos D. Brody, 2015. "Distinct relationships of parietal and prefrontal cortices to evidence accumulation," Nature, Nature, vol. 520(7546), pages 220-223, April.
    4. Alessandro Bongioanni & Davide Folloni & Lennart Verhagen & Jérôme Sallet & Miriam C. Klein-Flügge & Matthew F. S. Rushworth, 2021. "Activation and disruption of a neural mechanism for novel choice in monkeys," Nature, Nature, vol. 591(7849), pages 270-274, March.
    5. Marije ter Wal & Artem Platonov & Pasquale Cardellicchio & Veronica Pelliccia & Giorgio LoRusso & Ivana Sartori & Pietro Avanzini & Guy A. Orban & Paul H. E. Tiesinga, 2020. "Human stereoEEG recordings reveal network dynamics of decision-making in a rule-switching task," Nature Communications, Nature, vol. 11(1), pages 1-12, December.
    6. Diogo Peixoto & Jessica R. Verhein & Roozbeh Kiani & Jonathan C. Kao & Paul Nuyujukian & Chandramouli Chandrasekaran & Julian Brown & Sania Fong & Stephen I. Ryu & Krishna V. Shenoy & William T. Newso, 2021. "Decoding and perturbing decision states in real time," Nature, Nature, vol. 591(7851), pages 604-609, March.
    7. Natalie A. Steinemann & Redmond G. O’Connell & Simon P. Kelly, 2018. "Decisions are expedited through multiple neural adjustments spanning the sensorimotor hierarchy," Nature Communications, Nature, vol. 9(1), pages 1-13, December.
    8. Peter R. Murphy & Evert Boonstra & Sander Nieuwenhuis, 2016. "Global gain modulation generates time-dependent urgency during perceptual choice in humans," Nature Communications, Nature, vol. 7(1), pages 1-15, December.
    9. Abhishek Banerjee & Giuseppe Parente & Jasper Teutsch & Christopher Lewis & Fabian F. Voigt & Fritjof Helmchen, 2020. "Value-guided remapping of sensory cortex by lateral orbitofrontal cortex," Nature, Nature, vol. 585(7824), pages 245-250, September.
    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. Luis Manssuer & Qiong Ding & Yashu Feng & Ruoqi Yang & Wei Liu & Bomin Sun & Shikun Zhan & Valerie Voon, 2024. "Reward recalibrates rule representations in human amygdala and hippocampus intracranial recordings," Nature Communications, Nature, vol. 15(1), pages 1-16, December.

    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. Pierre O. Boucher & Tian Wang & Laura Carceroni & Gary Kane & Krishna V. Shenoy & Chandramouli Chandrasekaran, 2023. "Initial conditions combine with sensory evidence to induce decision-related dynamics in premotor cortex," Nature Communications, Nature, vol. 14(1), pages 1-28, December.
    2. Lluís Hernández-Navarro & Ainhoa Hermoso-Mendizabal & Daniel Duque & Jaime de la Rocha & Alexandre Hyafil, 2021. "Proactive and reactive accumulation-to-bound processes compete during perceptual decisions," Nature Communications, Nature, vol. 12(1), pages 1-15, December.
    3. J. Tyler Boyd-Meredith & Alex T. Piet & Emily Jane Dennis & Ahmed El Hady & Carlos D. Brody, 2022. "Stable choice coding in rat frontal orienting fields across model-predicted changes of mind," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    4. Shinichiro Kira & Houman Safaai & Ari S. Morcos & Stefano Panzeri & Christopher D. Harvey, 2023. "A distributed and efficient population code of mixed selectivity neurons for flexible navigation decisions," Nature Communications, Nature, vol. 14(1), pages 1-28, December.
    5. Kaushik J Lakshminarasimhan & Alexandre Pouget & Gregory C DeAngelis & Dora E Angelaki & Xaq Pitkow, 2018. "Inferring decoding strategies for multiple correlated neural populations," PLOS Computational Biology, Public Library of Science, vol. 14(9), pages 1-40, September.
    6. Rebecca J. Rabinovich & Daniel D. Kato & Randy M. Bruno, 2022. "Learning enhances encoding of time and temporal surprise in mouse primary sensory cortex," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    7. Kei Oyama & Kei Majima & Yuji Nagai & Yukiko Hori & Toshiyuki Hirabayashi & Mark A. G. Eldridge & Koki Mimura & Naohisa Miyakawa & Atsushi Fujimoto & Yuki Hori & Haruhiko Iwaoki & Ken-ichi Inoue & Ric, 2024. "Distinct roles of monkey OFC-subcortical pathways in adaptive behavior," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    8. Jacob D Davidson & Ahmed El Hady, 2019. "Foraging as an evidence accumulation process," PLOS Computational Biology, Public Library of Science, vol. 15(7), pages 1-25, July.
    9. Wenqi Chen & Jiejunyi Liang & Qiyun Wu & Yunyun Han, 2024. "Anterior cingulate cortex provides the neural substrates for feedback-driven iteration of decision and value representation," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    10. Konstantinos Tsetsos & Thomas Pfeffer & Pia Jentgens & Tobias H Donner, 2015. "Action Planning and the Timescale of Evidence Accumulation," PLOS ONE, Public Library of Science, vol. 10(6), pages 1-21, June.
    11. Daria E. A. Jensen & Klaus P. Ebmeier & Sana Suri & Matthew F. S. Rushworth & Miriam C. Klein-Flügge, 2024. "Nuclei-specific hypothalamus networks predict a dimensional marker of stress in humans," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
    12. Jan Weber & Anne-Kristin Solbakk & Alejandro O. Blenkmann & Anais Llorens & Ingrid Funderud & Sabine Leske & Pål Gunnar Larsson & Jugoslav Ivanovic & Robert T. Knight & Tor Endestad & Randolph F. Helf, 2024. "Ramping dynamics and theta oscillations reflect dissociable signatures during rule-guided human behavior," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    13. Wan-Yu Shih & Hsiang-Yu Yu & Cheng-Chia Lee & Chien-Chen Chou & Chien Chen & Paul W. Glimcher & Shih-Wei Wu, 2023. "Electrophysiological population dynamics reveal context dependencies during decision making in human frontal cortex," Nature Communications, Nature, vol. 14(1), pages 1-24, December.
    14. Masakazu Agetsuma & Issei Sato & Yasuhiro R. Tanaka & Luis Carrillo-Reid & Atsushi Kasai & Atsushi Noritake & Yoshiyuki Arai & Miki Yoshitomo & Takashi Inagaki & Hiroshi Yukawa & Hitoshi Hashimoto & J, 2023. "Activity-dependent organization of prefrontal hub-networks for associative learning and signal transformation," Nature Communications, Nature, vol. 14(1), pages 1-22, December.
    15. Masashi Hasegawa & Ziyan Huang & Ricardo Paricio-Montesinos & Jan Gründemann, 2024. "Network state changes in sensory thalamus represent learned outcomes," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    16. Nicholas Cole & Matthew Harvey & Dylan Myers-Joseph & Aditya Gilra & Adil G. Khan, 2024. "Prediction-error signals in anterior cingulate cortex drive task-switching," Nature Communications, Nature, vol. 15(1), pages 1-20, December.
    17. Teng Ye & Jingnan Zheng & Junhui Jin & Jingyi Qiu & Wei Ai & Qiaozhu Mei, 2024. "Using Artificial Intelligence to Unlock Crowdfunding Success for Small Businesses," Papers 2407.09480, arXiv.org.
    18. Diksha Gupta & Brian DePasquale & Charles D. Kopec & Carlos D. Brody, 2024. "Trial-history biases in evidence accumulation can give rise to apparent lapses in decision-making," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    19. Jan Grohn & Nima Khalighinejad & Caroline I Jahn & Alessandro Bongioanni & Urs Schüffelgen & Jerome Sallet & Matthew F. S. Rushworth & Nils Kolling, 2024. "General mechanisms of task engagement in the primate frontal cortex," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    20. Kaushik J. Lakshminarasimhan & Eric Avila & Xaq Pitkow & Dora E. Angelaki, 2023. "Dynamical latent state computation in the male macaque posterior parietal cortex," Nature Communications, Nature, vol. 14(1), pages 1-20, December.

    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:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-48342-w. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    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.