A Combined Network Architecture Using Art2 and Back Propagation for Adaptive Estimation of Dynamic Processes

A neural network architecture called ART2/BP is proposed. Thc goal has been to construct an artificial neural network that learns incrementally an unknown mapping, and is motivated by the instability found in back propagation (BP) networks: after first learning pattern A and then pattern B, a BP net...

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Bibliographic Details
Main Author: Einar Sørheim
Format: Article
Language:English
Published: Norwegian Society of Automatic Control 1990-10-01
Series:Modeling, Identification and Control
Subjects:
Online Access:http://www.mic-journal.no/PDF/1990/MIC-1990-4-2.pdf