ArticleNeuron2022
Orthogonal representations for robust context-dependent task performance in brains and neural networks.
Article in Neuron, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 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
11 citing papers in PubMed.
- Feature interference underlies a neuronal basis for the behavioral cost of task uncertainty.Nature neuroscience · 2026Article
- Compositionality of social gaze in the prefrontal-amygdala circuits.Nature communications · 2026Article
- The cost of efficiency in flexible neural representations.bioRxiv : the preprint server for biology · 2026Article
- Article
- Article
- Practice reshapes the geometry and dynamics of task-tailored representations.Cerebral cortex (New York, N.Y. : 1991) · 2025Article
- Humans learn generalizable representations through efficient coding.Nature communications · 2025Article
- Practice Reshapes the Geometry and Dynamics of Task-tailored Representations.bioRxiv : the preprint server for biology · 2024Article
- Task interference as a neuronal basis for the cost of cognitive flexibility.bioRxiv : the preprint server for biology · 2024Article
- Exact learning dynamics of deep linear networks with prior knowledge.Journal of statistical mechanics (Online) · 2023Article
- Article
Corrections and comments
- Erratum for
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
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.