Note on a Density Question for Neural Networks

Note on a Density Question for Neural Networks

We prove a uniform density result for three-layer feedforward sigma-pi neural networks of hyperbolic type.

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Veröffentlicht in:Numerical functional analysis and optimization 1994-01, Vol.15 (7-8), p.909-913
1. Verfasser: Lenze, Burkhard
Format: Artikel
Sprache:eng
Schlagworte:
AMS subject classification
Approximations and expansions
density
Exact sciences and technology
hyperbolic basis functions
Mathematical analysis
Mathematics
neural networks
Sciences and techniques of general use
sigmoidal functions
translation and dilation invariant subspaces
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Beschreibung
Zusammenfassung:We prove a uniform density result for three-layer feedforward sigma-pi neural networks of hyperbolic type.
ISSN:0163-0563
1532-2467
DOI:10.1080/01630569408816599