Grossberg network is an artificial neural network introduced by Stephen Grossberg. It is a self organizing, competitive network based on continuous time.[1] Grossberg, a neuroscientist and a biomedical engineer, designed this network based on the human visual system.
The shunting model is one of Grossberg's neural network models, based on a Leaky integrator, described by the differential equation
{dn\overdt} = -An +(B-n)E -(C+n)I
n=n(t)
E=E(t)
I=I(t)
A
B
C
At equilibrium (where
dn/dt=0
n
n = {BE-CI\overA+E+I}