Evidence map›Paper›PMID 23872495›Full record

ArticleNeuroImage2013

A low-frequency oscillatory neural signal in humans encodes a developing decision variable.

Jan Kubanek, Lawrence H Snyder, Bingni W Brunton, Carlos D Brody, Gerwin Schalk

Abstract read
In one paragraph

Article in NeuroImage, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

14 citing papers in PubMed.

  1. Trial
  2. Article
  3. Sensorimotor faculties bias choice behavior.Frontiers in psychology · 2025
    Article
  4. Graded decisions in the human brain.Nature communications · 2024
    Article
  5. Sensorimotor faculties bias perceptual decision-making.bioRxiv : the preprint server for biology · 2024
    Article
  6. Article
  7. Article
  8. Beta oscillations reflect supramodal information during perceptual judgment.Proceedings of the National Academy of Sciences of the United States of America · 2017
    Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Jan KubanekDepartment of Anatomy and Neurobiology, Washington University School of Medicine, St. Louis, MO 63110, USA; Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, MO 63130, USA. Electronic address: jan@eye-hand.wustl.edu.
Lawrence H Snyder
Bingni W Brunton
Carlos D Brody
Gerwin Schalk

Funding

WASHINGTON UNIVERSITY CENTER VISION RESEARCHP30EY002687 · NEI · WASHINGTON UNIVERSITY · PI Philip Andrew Ruzycki · 1985 to 2026
$18.4M
GENERAL PURPOSE BRAIN-COMPUTER INTERFACE(BCI)SYSTEMR01EB000856 · NIBIB · WADSWORTH CENTER · PI SCHALK, GERWIN, WOLPAW, JONATHAN RICKEL · 2002 to 2012
$9.3M
VISUAL-MOTOR TRANSFORMATIONS IN PARIETAL CORTEXR01EY012135 · NEI · WASHINGTON UNIVERSITY · PI SNYDER, LAWRENCE H · 2000 to 2023
$8.4M
FUNCTIONAL CONNECTIVITY IN THE BRAIN: A NEW APPROACHR01MH102471 · NIMH · WASHINGTON UNIVERSITY · PI SNYDER, LAWRENCE H · 2014 to 2018
$1.9M
BCI2000: SOFTWARE FOR BRAIN-COMPUTER INTERFACE RESEARCHR01EB006356 · NIBIB · WADSWORTH CENTER · PI SCHALK, GERWIN · 2006 to 2009
$1.3M
NEI NIH HHS EY002687NEI NIH HHS EY012135NEI NIH HHS P30 EY002687NEI NIH HHS R01 EY012135NIBIB NIH HHS EB000856NIBIB NIH HHS EB006356NIBIB NIH HHS R01 EB000856NIBIB NIH HHS R01 EB006356NIMH NIH HHS R01 MH102471
6 · The paper itself

Abstract

We often make decisions based on sensory evidence that is accumulated over a period of time. How the evidence for such decisions is represented in the brain and how such a neural representation is used to guide a subsequent action are questions of considerable interest to decision sciences. The neural correlates of developing perceptual decisions have been thoroughly investigated in the oculomotor system of macaques who communicated their decisions using an eye movement. It has been found that the evidence informing a decision to make an eye movement is in part accumulated within the same oculomotor circuits that signal the upcoming eye movement. Recent evidence suggests that the somatomotor system may exhibit an analogous property for choices made using a hand movement. To investigate this possibility, we engaged humans in a decision task in which they integrated discrete quanta of sensory information over a period of time and signaled their decision using a hand movement or an eye movement. The discrete form of the sensory evidence allowed us to infer the decision variable on which subjects base their decision on each trial and to assess the neural processes related to each quantum of the incoming decision evidence. We found that a low-frequency electrophysiological signal recorded over centroparietal regions strongly encodes the decision variable inferred in this task, and that it does so specifically for hand movement choices. The signal ramps up with a rate that is proportional to the decision variable, remains graded by the decision variable throughout the delay period, reaches a common peak shortly before a hand movement, and falls off shortly after the hand movement. Furthermore, the signal encodes the polarity of each evidence quantum, with a short latency, and retains the response level over time. Thus, this neural signal shows properties of evidence accumulation. These findings suggest that the decision-related effects observed in the oculomotor system of the monkey during eye movement choices may share the same basic properties with the decision-related effects in the somatomotor system of humans during hand movement choices.

Indexed as

Acoustic StimulationAdultBrainChoice BehaviorDecision MakingElectroencephalographyEye MovementsFemaleHandHumansMaleMiddle AgedPsychomotor PerformanceReaction TimeSignal Processing, Computer-AssistedYoung Adult

Identifiers

PMID23872495
PMCPMC3815962

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.