Spatiotemporal dynamics of continuum neural fields

被引:256
作者
Bressloff, Paul C. [1 ]
机构
[1] Univ Utah, Dept Math, Salt Lake City, UT 84112 USA
基金
美国国家科学基金会;
关键词
SPATIALLY STRUCTURED ACTIVITY; POPULATION-DENSITY APPROACH; COUPLED NEURONAL NETWORKS; WAVE-PROPAGATION FAILURE; PRIMARY VISUAL-CORTEX; TRAVELING-WAVES; PATTERN-FORMATION; ORIENTATION SELECTIVITY; WORKING-MEMORY; HORIZONTAL CONNECTIONS;
D O I
10.1088/1751-8113/45/3/033001
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We survey recent analytical approaches to studying the spatiotemporal dynamics of continuum neural fields. Neural fields model the large-scale dynamics of spatially structured biological neural networks in terms of nonlinear integrodifferential equations whose associated integral kernels represent the spatial distribution of neuronal synaptic connections. They provide an important example of spatially extended excitable systems with nonlocal interactions and exhibit a wide range of spatially coherent dynamics including traveling waves oscillations and Turing-like patterns.
引用
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页数:109
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