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Smoothing supervised learning of neural networks for function approximation

Nguyen, Thi T. 2010, Smoothing supervised learning of neural networks for function approximation, in KSE 2010 : Proceedings of the Knowledge and Systems Engineering 2010 international conference, IEEE, Piscataway, N.J., pp. 104-109.

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Title Smoothing supervised learning of neural networks for function approximation
Author(s) Nguyen, Thi T.
Conference name Knowledge and Systems Engineering. International Conference (2nd : 2010 : Hanoi, Vietnam)
Conference location Hanoi, Vietnam
Conference dates 7 - 9 Oct. 2010
Title of proceedings KSE 2010 : Proceedings of the Knowledge and Systems Engineering 2010 international conference
Editor(s) [Unknown]
Publication date 2010
Conference series Knowledge and Systems Engineering International Conference
Start page 104
End page 109
Total pages 6
Publisher IEEE
Place of publication Piscataway, N.J.
Keyword(s) neural networks
function approximation
supervised learning
early stopping
local minima
overfitting
processing time
Notes Article number : 5632142 This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.
ISBN 9780769542133
Language eng
Field of Research 170205 Neurocognitive Patterns and Neural Networks
Socio Economic Objective 970101 Expanding Knowledge in the Mathematical Sciences
HERDC Research category E1.1 Full written paper - refereed
Copyright notice ©2010, IEEE
Persistent URL http://hdl.handle.net/10536/DRO/DU:30056337

Document type: Conference Paper
Collections: Centre for Intelligent Systems Research
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