ReviewCurrent opinion in neurobiology2020
Rethinking brain-wide interactions through multi-region 'network of networks' models.
Review in Current opinion in neurobiology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 47 papers.
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Who cites it
47 citing papers in PubMed.
- Selective perturbation of mirror and non-mirror neurons in an in silico model of the action observation network.iScience · 2026Article
- Inferring brain-wide interactions using data-constrained recurrent neural network models.Neuron · 2026Article
- Neuromorphic hierarchical modular reservoirs.Nature communications · 2026Article
- BiXformer: A Bidirectional Cross Attention Transformer for Disentangling Inter-Regional Neural Dynamics.bioRxiv : the preprint server for biology · 2026Article
- Cerebral capillary computation.American journal of physiology. Cell physiology · 2026Review
- Interactions across hemispheres in prefrontal cortex reflect global cognitive processing.Nature communications · 2026Article
- Neurons embedded in loop-like motifs act as central hubs for brain-wide integration.The Journal of physiology · 2026Article
- Article
- Constructing biologically constrained RNNs via Dale's backpropagation and topologically informed pruning.Science advances · 2025Article
- Inpainting the Neural Picture: Inferring Unrecorded Brain Area Dynamics from Multi-Animal Datasets.ArXiv · 2025Article
- Accurate Identification of Communication Between Multiple Interacting Neural Populations.ArXiv · 2025Article
- Bifurcation in space: Emergence of functional modularity in the neocortex.bioRxiv : the preprint server for biology · 2025Article
- Measuring Stimulus Information Transfer Between Neural Populations Through the Communication Subspace.Neural computation · 2025Article
- A neural manifold view of the brain.Nature neuroscience · 2025Review
- Accurate Identification of Communication Between Multiple Interacting Neural Populations.Proceedings of machine learning research · 2025Article
- Structure of activity in multiregion recurrent neural networks.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Article
- Mixed recurrent connectivity in primate prefrontal cortex.PLoS computational biology · 2025Article
- A neural implementation model of feedback-based motor learning.Nature communications · 2025Article
- Coordinating multiple mental faculties during learning.Scientific reports · 2025Article
Corrections and comments
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Authors and funding
2 authors.
Funding
Abstract
The neural control of behavior is distributed across many functionally and anatomically distinct brain regions even in small nervous systems. While classical neuroscience models treated these regions as a set of hierarchically isolated nodes, the brain comprises a recurrently interconnected network in which each region is intimately modulated by many others. Uncovering these interactions is now possible through experimental techniques that access large neural populations from many brain regions simultaneously. Harnessing these large-scale datasets, however, requires new theoretical approaches. Here, we review recent work to understand brain-wide interactions using multi-region 'network of networks' models and discuss how they can guide future experiments. We also emphasize the importance of multi-region recordings, and posit that studying individual components in isolation will be insufficient to understand the neural basis of behavior.
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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.