Circuit Simulation Of Adaptive Resonance Theory (Art) Neural Network Using Pspice
Abbreviated Journal Title
Int. J. Electron.
ARCHITECTURES; Engineering, Electrical & Electronic
This paper outlines the design and simulation of an analogue integrated circuit for the adaptive resonanace theory (ART1) neural network. The circuit is designed based on a set of coupled differential equations which describe the behaviour of the neural network and on analogue electronic components such as operational amplifiers. It performs the same functionality as the one-node neural network in the F2 layer of ART1. We have implemented and verified the circuit using a circuit simulator called Pspice run on a SPARC II Sun workstation. Results obtained from circuit simulation compare favourably with those calculated directly from the coupled differential equations. The one-node circuit developed here can be used as a subcircuit for a larger ART1 neural network with an arbitrary number of nodes.
International Journal of Electronics
"Circuit Simulation Of Adaptive Resonance Theory (Art) Neural Network Using Pspice" (1993). Faculty Bibliography 1990s. 958.