Publication - Comparison of Supervised and Unsupervised Discriminator-Based Logic Neural Networks

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Comparison of Supervised and Unsupervised Discriminator-Based Logic Neural Networks

Research Area:  
Other topics in Computer Science
    
Type:  
Journal article

 

Year: 1994
Authors: George Tambouratzis
Journal: Electronics Letters
Volume: 30
Number: 4
Pages: 248-249
ISSN: 0013-5194
DOI: 10.1049/el:19940127
Abstract:
A self-organising discriminator-based logic neural network is compared to the similarly-structured supervised WISARD neural network on the basis of their performance in a pattern recognition task. The self-organising system is shown to possess a superior performance in learning environments where the training patterns have a high degree of variability
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