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arXiv · 1402.0530

Pulsatile localized dynamics in delayed neural-field equations in arbitrary dimension

Grégory Faye·Jonathan Touboul
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Abstract

Neural field equations are integro-differential systems describing the macroscopic activity of spatially extended pieces of cortex. In such cortical assemblies, the propagation of information and the transmission machinery induce communication delays, due to the transport of information (propagation delays) and to the synaptic machinery (constant delays). We investigate the role of these delays on the formation of structured spatiotemporal patterns for these systems in arbitrary dimensions. We focus on localized activity, either induced by the presence of a localized stimulus (pulses) or by transitions between two levels of activity (fronts). Linear stability analysis allows to reveal the existence of Hopf bifurcation curves induced by the delays, along different modes that may be symmetric or asymmetric. We show that instabilities strongly depend on the dimension, and in particular may exhibit transversal instabilities along invariant directions. These instabilities yield pulsatile localized activity, and depending on the symmetry of the destabilized modes, either produce spatiotemporal breathing or sloshing patterns.

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Grégory Faye, Jonathan Touboul. 2014-02-03. Pulsatile localized dynamics in delayed neural-field equations in arbitrary dimension. https://arxiv.org/abs/1402.0530

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