ReviewNature neuroscience2022
Large-scale neural recordings call for new insights to link brain and behavior.
Review in Nature neuroscience, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 161 papers.
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Who cites it
161 citing papers in PubMed.
- A standardized and reproducible behavioral framework to elicit multiple aspects of visual spatial attention in mice.Cell reports methods · 2026Article
- Shallow recurrent decoders for neural and behavioural dynamics.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2026Article
- Evolution and Reorganization of the Hierarchical Brain-wide Neuronal Network Through Anesthesia.Neuroscience bulletin · 2026Article
- A versatile platform for two-photon neuronal population voltage imaging across cortical depths.Nature methods · 2026Article
- Constructing mesoscale functionomics by neural dynamics subspace clustering.National science review · 2026Article
- Hierarchical optimization predicts plasticity in the macaque inferior temporal cortex following object training.Nature communications · 2026Article
- Generative AI as a transformational logic for cognitive neuroscience.Communications biology · 2026Review
- Distributed Wireless Neural Recording System for Multi-Region Brain Activity Monitoring.Biosensors · 2026Article
- Age-related changes in behavioural and neural variability in a decision-making task.Nature communications · 2026Article
- Opportunities and pitfalls of data contextualization in neuroimaging.Nature reviews. Neuroscience · 2026Review
- Differential quadruple pattern: A new EEG signal classification framework.IBRO neuroscience reports · 2026Article
- How to Foster Challenging Interdisciplinary Collaborations: Can Philosophy Support Neuroscientists?The European journal of neuroscience · 2026Review
- Simple input-output dependencies explain neuronal activity.Nature physics · 2026Article
- Three parsimonious spatiotemporal patterns in cerebellum reveal individual traits in function and behavior.Nature communications · 2026Article
- High-speed whole-brain imaging in Drosophila.Nature communications · 2026Article
- Evolutionarily old brainstem neurons are required for the control of selective spatial attention.Nature communications · 2026Article
- Broadband synergy versus oscillatory redundancy in the visual cortex.Nature communications · 2026Article
- Exploring neural manifolds across a wide range of intrinsic dimensions.PLoS computational biology · 2026Article
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101 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
4 authors.
Funding
Abstract
Neuroscientists today can measure activity from more neurons than ever before, and are facing the challenge of connecting these brain-wide neural recordings to computation and behavior. In the present review, we first describe emerging tools and technologies being used to probe large-scale brain activity and new approaches to characterize behavior in the context of such measurements. We next highlight insights obtained from large-scale neural recordings in diverse model systems, and argue that some of these pose a challenge to traditional theoretical frameworks. Finally, we elaborate on existing modeling frameworks to interpret these data, and argue that the interpretation of brain-wide neural recordings calls for new theoretical approaches that may depend on the desired level of understanding. These advances in both neural recordings and theory development will pave the way for critical advances in our understanding of the brain.
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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.