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TNN
1998
96views more  TNN 1998»
13 years 4 months ago
Artificial neural networks for solving ordinary and partial differential equations
Isaac E. Lagaris, Aristidis Likas, Dimitrios I. Fo...
TNN
1998
94views more  TNN 1998»
13 years 4 months ago
Global convergence of Oja's subspace algorithm for principal component extraction
—Oja’s principal subspace algorithm is a well-known and powerful technique for learning and tracking principal information in time series. A thorough investigation of the conve...
Tianping Chen, Yingbo Hua, Wei-Yong Yan
TNN
1998
99views more  TNN 1998»
13 years 4 months ago
Comments on local minima free conditions in multilayer perceptrons
—In this letter we point out that multilayer neural networks (MLP’s) with either sigmoidal units or radial basis functions can be given a canonical form with positive interunit...
Marco Gori, Ah Chung Tsoi
TNN
1998
89views more  TNN 1998»
13 years 4 months ago
Fast training of recurrent networks based on the EM algorithm
— In this work, a probabilistic model is established for recurrent networks. The EM (expectation-maximization) algorithm is then applied to derive a new fast training algorithm f...
Sheng Ma, Chuanyi Ji