Vestnik of Astrakhan State Technical University. Series: Management, Computer Sciences and Informatics
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Vestnik of Astrakhan State Technical University. Series: Management, Computer Sciences and Informatics, 2011, Number 2, Pages 80–89 (Mi vagtu128)  
COMPUTER SOFTWARE AND COMPUTING EQUIPMENT

Debugging of neural network based on 3-layer perceptron by the example of expert system in ophthalmology

O. N. Dolinina, A. K. Kuzmin

Saratov State Technical University
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Abstract: The algorithm of development of full set of tests for debugging of neural network expert systems based on threelayer perceptron is considered. The algorithm is based on rules extraction from neural network and using of the method of technical diagnostics PODEM. The use of algorithm for testing of expert system Glaukoma Complaint for prognosis of compliance of ophthalmologic patients is described.
Keywords: neural networks, threelayer perceptron, rules extraction, development of full set of tests.
Received: 25.05.2011
Document Type: Article
UDC: 004:65
Language: Russian
Citation: O. N. Dolinina, A. K. Kuzmin, “Debugging of neural network based on 3-layer perceptron by the example of expert system in ophthalmology”, Vestn. Astrakhan State Technical Univ. Ser. Management, Computer Sciences and Informatics, 2011, no. 2, 80–89
Citation in format AMSBIB
\Bibitem{DolKuz11}
\by O.~N.~Dolinina, A.~K.~Kuzmin
\paper Debugging of neural network based on 3-layer perceptron by the example of expert system in ophthalmology
\jour Vestn. Astrakhan State Technical Univ. Ser. Management, Computer Sciences and Informatics
\yr 2011
\issue 2
\pages 80--89
\mathnet{http://mi.mathnet.ru/vagtu128}
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    		Вестник Астраханского государственного технического университета. Серия: Управление, вычислительная техника и информатика
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