ReviewCurrent opinion in neurobiology2019
New perspectives on dimensionality and variability from large-scale cortical dynamics.
Review in Current opinion in neurobiology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers.
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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.
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Who cites it
32 citing papers in PubMed.
- Potential mechanisms and functional significance of aperiodic neural activity.Nature human behaviour · 2026Review
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- Article
- BRAID: Input-driven nonlinear dynamical modeling of neural-behavioral data.... International Conference on Learning Representations · 2025Article
- Mixed recurrent connectivity in primate prefrontal cortex.PLoS computational biology · 2025Article
- Compositional architecture: Orthogonal neural codes for task context and spatial memory in prefrontal cortex.bioRxiv : the preprint server for biology · 2025Article
- Deciphering neuronal variability across states reveals dynamic sensory encoding.Nature communications · 2025Article
- Dissociative and prioritized modeling of behaviorally relevant neural dynamics using recurrent neural networks.Nature neuroscience · 2024Article
- Article
- Low-dimensional criticality embedded in high-dimensional awake brain dynamics.Science advances · 2024Article
- Training-Dependent Gradients of Timescales of Neural Dynamics in the Primate Prefrontal Cortex and Their Contributions to Working Memory.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2024Article
- Why is everyone talking about brain state?Trends in neurosciences · 2023Review
- Article
- A deep generative adversarial network capturing complex spiral waves in disinhibited circuits of the cerebral cortex.BMC neuroscience · 2023Article
- Complexity of cortical wave patterns of the wake mouse cortex.Nature communications · 2023Article
- How far neuroscience is from understanding brains.Frontiers in systems neuroscience · 2023Article
- Computational methods to study information processing in neural circuits.Computational and structural biotechnology journal · 2023Review
- Cognition and the single neuron: How cell types construct the dynamic computations of frontal cortex.Current opinion in neurobiology · 2022Review
- Multiregion neuronal activity: the forest and the trees.Nature reviews. Neuroscience · 2022Review
- The emergence and influence of internal states.Neuron · 2022Review
Corrections and comments
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Authors and funding
2 authors.
Funding
Abstract
The neocortex is a multi-scale network, with intricate local circuitry interwoven into a global mesh of long-range connections. Neural activity propagates within this network on a wide range of temporal and spatial scales. At the micro scale, neurophysiological recordings reveal coordinated dynamics in local neural populations, which support behaviorally relevant computations. At the macro scale, neuroimaging modalities measure global activity fluctuations organized into spatiotemporal patterns across the entire brain. Here we review recent advances linking the local and global scales of cortical dynamics and their relationship to behavior. We argue that diverse experimental observations on the dimensionality and variability of neural activity can be reconciled by considering how activity propagates in space and time on multiple spatial scales.
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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.