Neural fields with distributed transmission speeds and long-range feedback delays

被引:80
作者
Atay, Fatihcan M.
Hutt, Axel
机构
[1] Max Planck Inst Math Sci, D-04103 Leipzig, Germany
[2] Humboldt Univ, D-12489 Berlin, Germany
关键词
synaptic networks; nonlocal interaction; distributed delays; spatio-temporal patterns; traveling fronts;
D O I
10.1137/050629367
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We introduce distributed axonal transmission speeds and a long-range constant feedback loop into the standard neural field model. We analyze the stability of spatially homogeneous equilibrium solutions for general connectivity kernels. By studying reduced models based on the assumption of small delays, we determine the effects of the delays on the stability and bifurcations. We show in a reduced model that delayed excitatory feedback generally facilitates stationary bifurcations and Turing patterns, while suppressing the bifurcation of periodic solutions and traveling waves. The reverse conclusion holds for inhibitory feedback. In case of oscillatory bifurcations, the variance of the distributed propagation and feedback delays affects the frequency of periodic solutions and the phase speed of traveling waves. Moreover, we give a nonlinear analysis of traveling fronts and find that distributed transmission speeds can maximize the front speed.
引用
收藏
页码:670 / 698
页数:29
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