Traveling pulses and wave propagation failure in inhomogeneous neural media

被引:45
|
作者
Kilpatrick, Zachary P. [1 ]
Folias, Stefanos E. [2 ]
Bressloff, Paul C. [1 ]
机构
[1] Univ Utah, Dept Math, Salt Lake City, UT 84112 USA
[2] Boston Univ, Dept Math & Stat, Boston, MA 02215 USA
来源
基金
美国国家科学基金会;
关键词
traveling waves; excitatory neural network; inhomogeneous media; homogenization; neural field theory; wave propagation failure;
D O I
10.1137/070699214
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We use averaging and homogenization theory to study the propagation of traveling pulses in an inhomogeneous excitable neural network. The network is modeled in terms of a nonlocal integro-differential equation, in which the integral kernel represents the spatial distribution of synaptic weights. We show how a spatially periodic modulation of homogeneous synaptic connections leads to an effective reduction in the speed of a traveling pulse. In the case of large amplitude modulations, the traveling pulse represents the envelope of a multibump solution, in which individual bumps are nonpropagating and transient. The appearance (disappearance) of bumps at the leading (trailing) edge of the pulse generates the coherent propagation of the pulse. Wave propagation failure occurs when activity is insufficient to maintain bumps at the leading edge.
引用
收藏
页码:161 / 185
页数:25
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