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Multigradient: a new neural network learning algorithm for pattern classification

✍ Scribed by Jinwook Go; Gunhee Han; Hagbae Kim; Chulhee Lee


Book ID
117877075
Publisher
IEEE
Year
2001
Tongue
English
Weight
245 KB
Volume
39
Category
Article
ISSN
0196-2892

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We propose a multigroup classification algorithm based on a hybrid fuzzy neural net framework. A key feature of the approach is the adaptation of membership functions to new data. In this way, learning is reflected in the shape of the membership functions. By defining separate membership functions f