ArticleCommunications biology2022
Representations and decodability of diverse cognitive functions are preserved across the human cortex, cerebellum, and subcortex.
Article in Communications biology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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.
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.
Who cites it
13 citing papers in PubMed.
- From metabolic intermediary to neurotransmitter: purinergic signaling in neurophysiology and vulnerability of brain circuits.Bioscience reports · 2026Review
- Task context is broadly encoded in the human brain.bioRxiv : the preprint server for biology · 2026Article
- Echoes of time: Organization of episodic autobiographical memories in the brain according to their remoteness.NeuroImage · 2026Article
- Beyond the dichotomy between controlled and naturalistic paradigms: modeling psychological constructs in cognitive neuroscience.Frontiers in psychology · 2026Article
- Neuromorphic computing paradigms enhance robustness through spiking neural networks.Nature communications · 2025Article
- Dynamically shifting from compositional to conjunctive brain representations supports cognitive task learning.Nature communications · 2025Article
- Cortical and subcortical mapping of the human allostatic-interoceptive system using 7 Tesla fMRI.Nature neuroscience · 2025Article
- Cortical representational geometry of diverse tasks reveals subject-specific and subject-invariant cognitive structures.Communications biology · 2025Article
- Cortical and subcortical mapping of the allostatic-interoceptive system in the human brain using 7 Tesla fMRI.bioRxiv : the preprint server for biology · 2025Article
- Widespread, perception-related information in the human brain scales with levels of consciousness.Imaging neuroscience (Cambridge, Mass.) · 2024Article
- Proprioceptive engagement of the human cerebellum studied with 7T-fMRI.Imaging neuroscience (Cambridge, Mass.) · 2024Article
- Causal associations between chronic heart failure and the cerebral cortex: results from Mendelian randomization study and integrated bioinformatics analysis.Frontiers in cardiovascular medicine · 2024Article
- The weight-adjusted-waist index and cognitive impairment among U.S. older adults: a population-based study.Frontiers in endocrinology · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Which part of the brain contributes to our complex cognitive processes? Studies have revealed contributions of the cerebellum and subcortex to higher-order cognitive functions; however, it has been unclear whether such functional representations are preserved across the cortex, cerebellum, and subcortex. In this study, we use functional magnetic resonance imaging data with 103 cognitive tasks and construct three voxel-wise encoding and decoding models independently using cortical, cerebellar, and subcortical voxels. Representational similarity analysis reveals that the structure of task representations is preserved across the three brain parts. Principal component analysis visualizes distinct organizations of abstract cognitive functions in each part of the cerebellum and subcortex. More than 90% of the cognitive tasks are decodable from the cerebellum and subcortical activities, even for the novel tasks not included in model training. Furthermore, we show that the cerebellum and subcortex have sufficient information to reconstruct activity in the cerebral cortex.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.