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Record Details

Record 9 of 4022
Algorithm For A Self-Growing Neural Network
Author and Affiliation:
Cios, Krzysztof J.(Toledo Univ.)
Abstract: CID3 algorithm simulates self-growing neural network. Constructs decision trees equivalent to hidden layers of neural network. Based on ID3 algorithm, which dynamically generates decision tree while minimizing entropy of information. CID3 algorithm generates feedforward neural network by use of either crisp or fuzzy measure of entropy.
Publication Date: Mar 01, 1996
Document ID:
19960018835
(Acquired May 08, 1996)
Accession Number: 96B10140
Subject Category: MATHEMATICS AND INFORMATION SCIENCES
Report/Patent Number: LEW-15931
Document Type: NASA Tech Brief
Publication Information: NASA Tech Briefs; p. P. 98; (ISSN 0145-319X); 20; 3
Publisher Information: United States
Financial Sponsor: NASA; United States
Organization Source: NASA Lewis Research Center; Cleveland, OH, United States
Description: In English
Distribution Limits: Unclassified; Publicly available; Unlimited
Rights: No Copyright
NASA Terms: ALGORITHMS; DECISION THEORY; ENTROPY (STATISTICS); NEURAL NETS
Availability Source: National Technology Transfer Center (NTTC), Wheeling, WV
Availability Notes: Additional information available through: National Technology Transfer Center (NTTC), Wheeling, WV 26003, (Tel: 1-800-678-6882).
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