Title

Digital Vlsi Circuit Design And Simulation Of An Adaptive Resonance Theory Neural Network

Abstract

A digital VLSI circuit design for an adaptive resonance theory (ART) neural network architecture, called the augmented ART-1 neural network (AARTI-NN) is presented. An ‘axon-synapse-tree’ structure is used to realize the activities of the short-term memories and reset subsystem. The long-term memory traces are implemented using NMOS transmission gales. PSpice circuit simulation was carried out to verify the design of a prototype, seven-node AARTI-NN. A clock-controlled delay element is included in the simulation to illustrate the functionality of the AARTI-NN. It is shown that the AARTI-NN node selection activities simulated from the circuit designed are identical to those described by the coupled differential equations governing the AARTI-NN. © 1995 Taylor & Francis Ltd.

Publication Date

1-1-1995

Publication Title

International Journal of Electronics

Volume

79

Issue

2

Number of Pages

151-162

Document Type

Article

Personal Identifier

scopus

DOI Link

https://doi.org/10.1080/00207219508926257

Socpus ID

0029354645 (Scopus)

Source API URL

https://api.elsevier.com/content/abstract/scopus_id/0029354645

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