ArticleNature neuroscience2024
A nonoscillatory, millisecond-scale embedding of brain state provides insight into behavior.
Article in Nature neuroscience, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.
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.
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, 1 synthesis or guideline pooled it.
- Is criticality a unified setpoint of brain function?Neuron · 2025Pooled it
- The default mode network exhibits circuit-specific selective vulnerability despite widespread amyloid burden in an animal model of Alzheimer's disease.Nature communications · 2026Article
- Heart rate and sleep history encode ultradian REM sleep timing.Current biology : CB · 2026Article
- Cortical state contributions to neuronal response variability in the early visual cortex: A system identification approach.PLoS computational biology · 2025Article
- Article
- Neurons throughout the brain embed robust signatures of their anatomical location into spike trains.eLife · 2025Article
- The NERVE-ML (neural engineering reproducibility and validity essentials for machine learning) checklist: ensuring machine learning advances neural engineeringJournal of neural engineering · 2025Review
- Graph models of brain state in deep anesthesia reveal sink state dynamics of reduced spatiotemporal complexity.Network neuroscience (Cambridge, Mass.) · 2025Article
- Functional connectivity drifts during sleep as a marker of fluctuations in the level of consciousness.Neuroscience of consciousness · 2025Article
- Article
- Tauopathy severely disrupts homeostatic set-points in emergent neural dynamics but not in the activity of individual neurons.bioRxiv : the preprint server for biology · 2023Article
Corrections and comments
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Authors and funding
10 authors.
Funding
Abstract
The most robust and reliable signatures of brain states are enriched in rhythms between 0.1 and 20 Hz. Here we address the possibility that the fundamental unit of brain state could be at the scale of milliseconds and micrometers. By analyzing high-resolution neural activity recorded in ten mouse brain regions over 24 h, we reveal that brain states are reliably identifiable (embedded) in fast, nonoscillatory activity. Sleep and wake states could be classified from 10
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39009836What 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.