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Parallel neural networks for learning sequential procedures

✍ Scribed by Okihide Hikosaka; Hiroyuki Nakahara; Miya K. Rand; Katsuyuki Sakai; Xiaofeng Lu; Kae Nakamura; Shigehiro Miyachi; Kenji Doya


Book ID
117344567
Publisher
Elsevier Science
Year
1999
Tongue
English
Weight
219 KB
Volume
22
Category
Article
ISSN
0166-2236

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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