ReviewNature neuroscience2025
A neural manifold view of the brain.
Review in Nature neuroscience, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers.
What it found
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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.
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Who cites it
38 citing papers in PubMed.
- The Theoretical Evolution of Social Memory and the Core Contribution of the Medial Prefrontal Cortex.Neuroscience bulletin · 2026Review
- Structure Guides Function: Beyond Pairwise Neural Interactions.The Journal of comparative neurology · 2026Review
- Inferring brain-wide interactions using data-constrained recurrent neural network models.Neuron · 2026Article
- Shared neural geometries for bilingual semantic representations in human hippocampal neurons.Cell · 2026Article
- Neural manifold connectomics reveals multiregime functional connectivity.bioRxiv : the preprint server for biology · 2026Article
- Developmental tuning of functional manifold dimensionality across the human brain.bioRxiv : the preprint server for biology · 2026Article
- Generative AI as a transformational logic for cognitive neuroscience.Communications biology · 2026Review
- Learning-related population dynamics in right and left dorsal premotor cortex during typing skill acquisition.bioRxiv : the preprint server for biology · 2026Article
- Distinct neural geometries for target position and velocity in the primate superior colliculus.bioRxiv : the preprint server for biology · 2026Article
- Epineuronal space: an emerging hidden hierarchy bridges neuron and mind space.Cell & bioscience · 2026Review
- Refinement of Nucleus Accumbens Neuronal Dynamics during Cocaine Self-Administration Training.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026Article
- Parkinsonism disrupts the population-level organization of cortical dynamics.bioRxiv : the preprint server for biology · 2026Article
- Exploring neural manifolds across a wide range of intrinsic dimensions.PLoS computational biology · 2026Article
- Manifolds in the Medial Premotor Cortex During Switching From Attending to Tapping to a Metronome.Annals of the New York Academy of Sciences · 2026Article
- Unifying theories in high-dimensional biophysics: approaches, challenges and opportunities.NPJ systems biology and applications · 2026Article
- Motor Cortical Computations Underlying Natural Dexterous Movement in Freely Flying Bats.bioRxiv : the preprint server for biology · 2026Article
- Neural geometry in the human hippocampus enables generalization across spatial position and gaze.ArXiv · 2026Article
- Re-engineering the disordered mind: clinical experimentation, dynamical systems, and AI for personalized psychiatry.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2026Review
- Voltage imaging as a window into neural computation.Neurophotonics · 2026Article
- Locomotion engages context-dependent motor strategies for head stabilization in primates.Communications biology · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
Animal behavior arises from the coordinated activity of neural populations that span the entire brain. The activity of large neural populations from an increasing number of brain regions, behaviors and species shows low-dimensional structure. We posit that this structure arises as a result of neural manifolds. Neural manifolds are mathematical descriptions of a meaningful biological entity: the possible collective states of a population of neurons given the constraints, both intrinsic (for example, connectivity) and extrinsic (for example, behavior), to the neural circuit. Here, we explore the link between neural manifolds and behavior, and discuss the insights that the neural manifold framework can provide into brain function. To conclude, we explore existing conceptual gaps in this framework and discuss their implications when building an integrative view of brain function. We thus position neural manifolds as a crucial framework with which to describe how the brain generates behavior.
Indexed as
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40721675What 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.