Grossberg network

Grossberg network is a 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.

Shunting model

Shunting model is one of the Grossberg's neural network model based on Leaky integrator, given by the expression:

${\displaystyle \epsilon dn(t)/dt=-n(t)+(b^{+}-n(t))p^{+}-(n(t)+b^{-})p^{-}\,}$

References

1. Martin T. Hagan; Howard B. Demuth; Mark H. Beale (January 2002) [1996]. "Chapter 15: Grossberg Network". Neural Network Design (1st ed.). PWS Publishing Co. p. 15-1. ISBN 978-0971732100.