A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2017; you can also visit the original URL.
The file type is application/pdf
.
Two-Dimensional Bumps in Piecewise Smooth Neural Fields with Synaptic Depression
2011
SIAM Journal on Applied Mathematics
We analyze radially symmetric bumps in a two-dimensional piecewise-smooth neural field model with synaptic depression. The continuum dynamics is described in terms of a nonlocal integrodifferential equation, in which the integral kernel represents the spatial distribution of synaptic weights between populations of neurons whose mean firing rate is taken to be a Heaviside function of local activity. Synaptic depression dynamically reduces the strength of synaptic weights in response to increases
doi:10.1137/100799423
fatcat:xbheqmc7sfcqtfvsj3hrrptryi