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Multi-area functional modules mediate feedforward and recurrent processing in visual cortical hierarchy

View ORCID ProfileXiaoxuan Jia, View ORCID ProfileJoshua H. Siegle, Séverine Durand, View ORCID ProfileGreggory Heller, View ORCID ProfileTamina Ramirez, View ORCID ProfileShawn R. Olsen
doi: https://doi.org/10.1101/2020.08.30.272948
Xiaoxuan Jia
1Allen Institute, Seattle, WA 98109, USA
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  • For correspondence: jxiaoxuan@gmail.com shawno@alleninstitute.org
Joshua H. Siegle
1Allen Institute, Seattle, WA 98109, USA
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Séverine Durand
1Allen Institute, Seattle, WA 98109, USA
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Greggory Heller
1Allen Institute, Seattle, WA 98109, USA
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Tamina Ramirez
1Allen Institute, Seattle, WA 98109, USA
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Shawn R. Olsen
1Allen Institute, Seattle, WA 98109, USA
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  • For correspondence: jxiaoxuan@gmail.com shawno@alleninstitute.org
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Abstract

The visual cortex is organized hierarchically, but extensive recurrent pathways make it challenging to decipher the flow of information with single neuron resolution. Here, we characterize spiking interactions in populations of neurons from six interconnected areas along the visual hierarchy in awake mice. We generated multi-area, directed graphs of neuronal communication and uncovered two spatially-distributed functional modules. One module is positioned to transmit feedforward sensory signals along the hierarchy, while the other receives convergent input and engages in recurrent processing. The modules differ in layer and area distributions, convergence and divergence, and population-level temporal dynamics. These results reveal a neuronal-resolution cortical network topology in which distinct processing modules are interlaced across multiple areas of the cortical hierarchy.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • https://github.com/AllenInstitute/AllenSDK

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The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted August 31, 2020.
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Multi-area functional modules mediate feedforward and recurrent processing in visual cortical hierarchy
Xiaoxuan Jia, Joshua H. Siegle, Séverine Durand, Greggory Heller, Tamina Ramirez, Shawn R. Olsen
bioRxiv 2020.08.30.272948; doi: https://doi.org/10.1101/2020.08.30.272948
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Multi-area functional modules mediate feedforward and recurrent processing in visual cortical hierarchy
Xiaoxuan Jia, Joshua H. Siegle, Séverine Durand, Greggory Heller, Tamina Ramirez, Shawn R. Olsen
bioRxiv 2020.08.30.272948; doi: https://doi.org/10.1101/2020.08.30.272948

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