ArticleNature2025
Learning produces an orthogonalized state machine in the hippocampus.
Article in Nature, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 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
27 citing papers in PubMed.
- Prefrontal-thalamic goal states organize spatially aligned hippocampal maps.Nature communications · 2026Article
- The inherent capacity of neurons to learn order relations and support abstract reasoning.Nature communications · 2026Article
- Article
- Transformations of the spatial activity manifold convey aversive information in CA3.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- GATE: Adaptive learning with working memory by information gating in multi-lamellar hippocampal formation.PLoS computational biology · 2026Article
- The hippocampus as a small-world cognitive map.bioRxiv : the preprint server for biology · 2026Article
- The dentate gyrus efficiently converges LEC and MEC inputs into multimodal, highly specific and reliable environmental representations.Nature neuroscience · 2026Article
- A mathematical theory for understanding when abstract representations emerge in neural networks.ArXiv · 2026Article
- Emergence of orthogonal hippocampal representations during spatial learning.Learning & behavior · 2026Article
- β-adrenergic receptors modulate CA1 population coding and synaptic plasticity during cumulative spatial memory formation and updating.Scientific reports · 2026Article
- Review
- Unconstrained Plasticity Disrupts Memory Consolidation in a Mouse Model of Rett Syndrome.bioRxiv : the preprint server for biology · 2026Article
- Distinct CA1 inputs support shifts in neural dimensionality and memory resolution.bioRxiv : the preprint server for biology · 2026Article
- Time, space, memory and brain-body rhythms.Nature reviews. Neuroscience · 2026Review
- Adaptation of hippocampal spatial and contextual representations to task structure.Science advances · 2025Article
- Stability through plasticity: Finding robust memories through representational drift.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Three types of remapping with linear decoders: A population-geometric perspective.PLoS computational biology · 2025Article
- Three types of remapping with linear decoders: a population-geometric perspective.bioRxiv : the preprint server for biology · 2025Article
- Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors.
Funding
Abstract
Cognitive maps confer animals with flexible intelligence by representing spatial, temporal and abstract relationships that can be used to shape thought, planning and behaviour. Cognitive maps have been observed in the hippocampus
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.