129 research outputs found
Moving bumps in theta neuron networks
We consider large networks of theta neurons on a ring, synaptically coupled
with an asymmetric kernel. Such networks support stable "bumps" of activity,
which move along the ring if the coupling kernel is asymmetric. We investigate
the effects of the kernel asymmetry on the existence, stability and speed of
these moving bumps using continuum equations formally describing infinite
networks. Depending on the level of heterogeneity within the network we find
complex sequences of bifurcations as the amount of asymmetry is varied, in
strong contrast to the behaviour of a classical neural field model.Comment: To appear in Chao
Pulsating fronts in periodically modulated neural field models
We consider a coarse grained neural field model for synaptic activity in spatially extended cortical tissue that possesses an underlying periodicity in its microstructure. The model is written as an integro-differential equation with periodic modulation of a translationally-invariant spatial kernel. This modulation can have a strong effect on wave propagation through the tissue, including the creation of pulsating fronts with widely-varying speeds, and wave-propagation failure. Here we develop new analysis for the study of such phenomena, using two complementary techniques. The first uses linearized information from the leading edge of a traveling periodic wave to obtain wave speed estimates for pulsating fronts, and the second develops an interface description for waves in the full nonlinear model. For weak modulation and a Heaviside firing rate function the interface dynamics can be analyzed exactly, and gives predictions which are in excellent agreement with direct numerical simulations. Importantly, the interface dynamics description improves upon the standard homogenization calculation, which is restricted to modulation that is both fast and weak
Chimera states in heterogeneous networks
Chimera states in networks of coupled oscillators occur when some fraction of
the oscillators synchronise with one another, while the remaining oscillators
are incoherent. Several groups have studied chimerae in networks of identical
oscillators, but here we study these states in a heterogeneous model for which
the natural frequencies of the oscillators are chosen from a distribution. We
obtain exact results by reduction to a finite set of differential equations. We
find that heterogeneity can destroy chimerae, destroy all states except
chimerae, or destabilise chimerae in Hopf bifurcations, depending on the form
of the heterogeneity.Comment: Revised text. To appear, Chao
Solvable Model of Spiral Wave Chimeras
Spiral waves are ubiquitous in two-dimensional systems of chemical or
biological oscillators coupled locally by diffusion. At the center of such
spirals is a phase singularity, a topological defect where the oscillator
amplitude drops to zero. But if the coupling is nonlocal, a new kind of spiral
can occur, with a circular core consisting of desynchronized oscillators
running at full amplitude. Here we provide the first analytical description of
such a spiral wave chimera, and use perturbation theory to calculate its
rotation speed and the size of its incoherent core.Comment: 4 pages, 4 figures; added reference, figure, further numerical test
Pulsating fronts in periodically modulated neural field models
We consider a coarse grained neural field model for synaptic activity in spatially extended cortical tissue that possesses an underlying periodicity in its microstructure. The model is written as an integro-differential equation with periodic modulation of a translationally-invariant spatial kernel. This modulation can have a strong effect on wave propagation through the tissue, including the creation of pulsating fronts with widely-varying speeds, and wave-propagation failure. Here we develop new analysis for the study of such phenomena, using two complementary techniques. The first uses linearized information from the leading edge of a traveling periodic wave to obtain wave speed estimates for pulsating fronts, and the second develops an interface description for waves in the full nonlinear model. For weak modulation and a Heaviside firing rate function the interface dynamics can be analyzed exactly, and gives predictions which are in excellent agreement with direct numerical simulations. Importantly, the interface dynamics description improves upon the standard homogenization calculation, which is restricted to modulation that is both fast and weak
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