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Bifurcation in space: Emergence of function modularity in the neocortex.


ABSTRACT: How does functional modularity emerge in a multiregional cortex made with repeats of a canonical local circuit architecture? We investigated this question by focusing on neural coding of working memory, a core cognitive function. Here we report a mechanism dubbed "bifurcation in space", and show that its salient signature is spatially localized "critical slowing down" leading to an inverted V-shaped profile of neuronal time constants along the cortical hierarchy during working memory. The phenomenon is confirmed in connectome-based large-scale models of mouse and monkey cortices, offering an experimentally testable prediction to assess whether working memory representation is modular. Many bifurcations in space could explain the emergence of different activity patterns potentially deployed for distinct cognitive functions, This work demonstrates that a distributed mental representation is compatible with functional specificity as a consequence of macroscopic gradients of neurobiological properties across the cortex, suggesting a general principle for understanding brain's modular organization.

SUBMITTER: Wang XJ 

PROVIDER: S-EPMC10274618 | biostudies-literature | 2023 Jun

REPOSITORIES: biostudies-literature

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Bifurcation in space: Emergence of functional modularity in the neocortex.

Wang Xiao-Jing XJ   Jiang Junjie J   Zeraati Roxana R   Pereira-Obilinovic Ulises U   Battista Aldo A   Vezoli Julien J   Kennedy Henry H  

bioRxiv : the preprint server for biology 20241221


How does functional modularity emerge in a cortex composed of repeats of a canonical local circuit? Focusing on distributed working memory, we show that a rigorous description of bifurcation in space describes the emergence of modularity. A connectome-based model of monkey cortex displays bifurcation in space during decision-making and working memory, demonstrating this new concept's generality. In a generative model and multi-regional cortex models of both macaque monkey and mouse, we found an  ...[more]

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