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The Fourth Chinese Computational & Cognitive Neuroscience Conference

Theory of the Large-Scale Neocortex: From Global Neural Dynamics to Distributed Cognition

Speaker

Xiao-Jing Wang , The Swartz Center for Theoretical Neuroscience, New York University

Time

25 Jun, 09:00 - 09:50

Abstract

The neocortex is a complex neurobiological system with many interacting regions. How these regions work together to subserve flexible behavior and cognition has become increasingly amenable to rigorous research, beyond studies of local circuits. Here, I review recent experimental and theoretical work on the modus operandi of a multiregional cortex. These studies revealed several general principles for the neocortical interareal connectivity, low-dimensional macroscopic gradients of biological properties across cortical areas, and a hierarchy of timescales for information processing. Theoretical work suggests testable predictions regarding differential excitation and inhibition along feedforward and feedback pathways in the cortical hierarchy. Furthermore, modeling of distributed working memory and simple decision-making has given rise to a novel mathematical concept, dubbed bifurcation in space, that potentially explains how different cortical areas, with a canonical circuit organization but gradients of biological heterogeneities, are able to subserve their respective (e.g., sensory coding versus executive control) functions in a modularly organized brain.