Title

A Mixed Analog/Digital Vlsi Design And Simulation Of An Adaptive Resonance Theory (Art) Neural Network Architecture

Keywords

AART1-NN; adaptive resonance theory (ART); analog digital design; neural networks; VLSI

Abstract

This paper presents a mixed analog/digital circuit design and simulation for an architecture called the augmented adaptive resonance theory-1 neural network (AART1-NN). The circuit is implemented based on the transconductance-mode approach and mixed analog/digital components, in which analog circuits are used to fully incorporate the parallel mechanism of the neural network, whereas digital circuits are used to provide a reduced circuit size as well as more precise multiplication operation. The AART1-NN circuit implemented is simulated using Pspice, and the results are in good agreement with those calculated numerically from the coupled nonlinear differential equations governing the AART1-NN. © 1996, Sage Publications. All rights reserved.

Publication Date

1-1-1996

Publication Title

Simulation

Volume

66

Issue

1

Number of Pages

31-39

Document Type

Article

Personal Identifier

scopus

DOI Link

https://doi.org/10.1177/003754979606600104

Socpus ID

0029733344 (Scopus)

Source API URL

https://api.elsevier.com/content/abstract/scopus_id/0029733344

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