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Cortical Areas Interact through a Communication Subspace.

João D Semedo | Amin Zandvakili | Christian K Machens | Byron M Yu | Adam Kohn
Neuron | 2019

Most brain functions involve interactions among multiple, distinct areas or nuclei. For instance, visual processing in primates requires the appropriate relaying of signals across many distinct cortical areas. Yet our understanding of how populations of neurons in interconnected brain areas communicate is in its infancy. Here we investigate how trial-to-trial fluctuations of population responses in primary visual cortex (V1) are related to simultaneously recorded population responses in area V2. Using dimensionality reduction methods, we find that V1-V2 interactions occur through a communication subspace: V2 fluctuations are related to a small subset of V1 population activity patterns, distinct from the largest fluctuations shared among neurons within V1. In contrast, interactions between subpopulations within V1 are less selective. We propose that the communication subspace may be a general, population-level mechanism by which activity can be selectively routed across brain areas.

Pubmed ID: 30770252

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Associated grants

  • Agency: NEI NIH HHS, United States
    Id: R01 EY016774
  • Agency: NICHD NIH HHS, United States
    Id: R01 HD071686
  • Agency: NINDS NIH HHS, United States
    Id: R01 NS105318
  • Agency: NINDS NIH HHS, United States
    Id: U01 NS094288

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CRCNS (tool)

RRID:SCR_005608

Website for brain experimental data and other resources such as stimuli and analysis tools. Provides marketplace and discussion forum for sharing tools and data in neuroscience. Data repository and collaborative tool that supports integration of theoretical and experimental neuroscience through collaborative research projects. CRCNS offers funding for new class of proposals focused on data sharing and other resources.

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