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Regularized online sequential learning algorithm for single-hidden layer feedforward neural networks

โœ Scribed by Hieu Trung Huynh; Yonggwan Won

Book ID
113840263
Publisher
Elsevier Science
Year
2011
Tongue
English
Weight
207 KB
Volume
32
Category
Article
ISSN
0167-8655

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A sequential orthogonal approach to the building and training of single hidden layer neural networks is presented in this paper. In the proposed method, hidden neurons are added one at a time. The procedure starts with a single hidden neuron and sequentially increases the number of hidden neurons un