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An algorithm for competitive learning in clustering problems

✍ Scribed by Toshio Uchiyama; Michael A Arbib


Book ID
111709039
Publisher
Elsevier Science
Year
1994
Tongue
English
Weight
529 KB
Volume
27
Category
Article
ISSN
0031-3203

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We compare a number of training algorithms for competitive learning networks applied to the problem of vector quantization for data compression. A new competitive-learning algorithm based on the "conscience" learning method is introduced. The performance of competitive learning neural networks and t