The local minima-free condition of feedforward neural networks for outer-supervised learning

In this paper, the local minima-free conditions of the outer-supervised feedforward neural networks (FNN) based on batch-style learning are studied by means of the embedded subspace method. It is proven that only if the rendition that the number of the hidden neurons is not less than that of the tra...

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Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on systems, man, and cybernetics. Part B, Cybernetics : a publication of the IEEE Systems, Man, and Cybernetics Society. - 1996. - 28(1998), 3 vom: 15., Seite 477-80
1. Verfasser:	Huang, D S (VerfasserIn)
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	1998
Zugriff auf das übergeordnete Werk:	IEEE transactions on systems, man, and cybernetics. Part B, Cybernetics : a publication of the IEEE Systems, Man, and Cybernetics Society
Schlagworte:	Journal Article