Evidence map›Paper›PMID 34004139›Full record

ReviewNeuron2021

How does hemispheric specialization contribute to human-defining cognition?

Gesa Hartwigsen, Yoshua Bengio, Danilo Bzdok

Abstract readReview
In one paragraph

Review in Neuron, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 62 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
62citing papers in PubMed, 3 pooled it
–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

62 citing papers in PubMed, 3 syntheses or guidelines pooled it.

  1. Pooled it
  2. The Detrimental Effect of Stroke on Motor Adaptation.Neurorehabilitation and neural repair · 2025
    Pooled it
  3. Pooled it
  4. Trial
  5. Article
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  12. Article
  13. Review
  14. Review
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  17. The molecular and cellular underpinnings of human brain lateralization.bioRxiv : the preprint server for biology · 2025
    Article
  18. Article
  19. Spacetime concordance in the primate cortex.bioRxiv : the preprint server for biology · 2025
    Article
  20. Article

2 more citing papers are in PubMed but not listed here.

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

3 authors.

Gesa HartwigsenMax Planck Institute for Human Cognitive and Brain Sciences, Lise Meitner Research Group Cognition and Plasticity, Leipzig, Germany. Electronic address: hartwigsen@cbs.mpg.de.
Yoshua BengioMila, Montreal, QC, Canada; University of Montreal, Montreal, QC, Canada.
Danilo BzdokMila, Montreal, QC, Canada; Montreal Neurological Institute, McConnell Brain Imaging Centre, Faculty of Medicine, McGill University, Montreal, QC, Canada; Department of Biomedical Engineering, Faculty of Medicine, and School of Computer Science, McGill University, Montreal, QC, Canada. Electronic address: danilo.bzdok@mcgill.ca.

Funding

Investigating the impact of loneliness on brain aging and pre-symptomatic Alzheimer's disease progressionR01AG068563 · NIA · MCGILL UNIVERSITY · PI BZDOK, DANILO, SPRENG, ROBERT NATHAN · 2020 to 2024
$2.3M
CIHRNIA NIH HHS R01 AG068563
6 · The paper itself

Abstract

Uniquely human cognitive faculties arise from flexible interplay between specific local neural modules, with hemispheric asymmetries in functional specialization. Here, we discuss how these computational design principles provide a scaffold that enables some of the most advanced cognitive operations, such as semantic understanding of world structure, logical reasoning, and communication via language. We draw parallels to dual-processing theories of cognition by placing a focus on Kahneman's System 1 and System 2. We propose integration of these ideas with the global workspace theory to explain dynamic relay of information products between both systems. Deepening the current understanding of how neurocognitive asymmetry makes humans special can ignite the next wave of neuroscience-inspired artificial intelligence.

Indexed as

Dominance, CerebralModels, NeurologicalBrainCognitionDeep LearningHumansIntelligenceLanguageartificial general intelligencecomputational design principlesdeep learningglobal workspace theoryhuman intelligencelanguage

Identifiers

PMID34004139
PMCPMC8273110

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.