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Regularization parameter estimation for feedforward neural networks

โœ Scribed by Ping Guo; Lyu, M.R.; Chen, C.L.P.


Book ID
117938044
Publisher
IEEE
Year
2003
Tongue
English
Weight
758 KB
Volume
33
Category
Article
ISSN
1083-4419

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โœ Y.P. Singh; Pinaki RoyChowdhury ๐Ÿ“‚ Article ๐Ÿ“… 2001 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 137 KB

This paper presents a new regularization method based on dynamic tunneling for enhancing generalization capability of multilayered neural networks. The proposed method enables escape through undesired sub-optimal solutions on the composite error surface by means of dynamic tunneling. Undesired sub-o