Adding Input Noise to Increase the Generalization of Neural Networks is a Bad Idea

Jurgen Van Gorp; Joannes Schoukens; Rik Pintelon

Adding Input Noise to Increase the Generalization of Neural Networks is a Bad Idea

Jurgen Van Gorp, Joannes Schoukens, Rik Pintelon

Research output: Chapter in Book/Report/Conference proceeding › Conference paper

4 Citations (Scopus)

Original language	English
Title of host publication	Int. Workshop on Advanced Black-Box Techniques for Nonlinear Modeling Theory and Applications, KULeuven, Belgium, July 8–10, 1998
Publisher	Int. Workshop on Advanced Black-Box Techniques for Nonlinear Modeling Theory and Applications, KULeuven, Belgium, July 810, 1998
Publication status	Published - 8 Jul 1998
Event	Unknown - Duration: 8 Jul 1998 → …

Conference

Conference	Unknown
Period	8/07/98 → …

Bibliographical note

Int. Workshop on Advanced Black-Box Techniques for Nonlinear Modeling Theory and Applications, KULeuven, Belgium, July 810, 1998

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Van Gorp, J., Schoukens, J., & Pintelon, R. (1998). Adding Input Noise to Increase the Generalization of Neural Networks is a Bad Idea. In Int. Workshop on Advanced Black-Box Techniques for Nonlinear Modeling Theory and Applications, KULeuven, Belgium, July 8–10, 1998 Int. Workshop on Advanced Black-Box Techniques for Nonlinear Modeling Theory and Applications, KULeuven, Belgium, July 810, 1998.

Van Gorp, Jurgen ; Schoukens, Joannes ; Pintelon, Rik. / Adding Input Noise to Increase the Generalization of Neural Networks is a Bad Idea. Int. Workshop on Advanced Black-Box Techniques for Nonlinear Modeling Theory and Applications, KULeuven, Belgium, July 8–10, 1998. Int. Workshop on Advanced Black-Box Techniques for Nonlinear Modeling Theory and Applications, KULeuven, Belgium, July 810, 1998, 1998.

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title = "Adding Input Noise to Increase the Generalization of Neural Networks is a Bad Idea",

author = "{Van Gorp}, Jurgen and Joannes Schoukens and Rik Pintelon",

note = "Int. Workshop on Advanced Black-Box Techniques for Nonlinear Modeling Theory and Applications, KULeuven, Belgium, July 810, 1998; Unknown ; Conference date: 08-07-1998",

year = "1998",

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booktitle = "Int. Workshop on Advanced Black-Box Techniques for Nonlinear Modeling Theory and Applications, KULeuven, Belgium, July 8–10, 1998",

publisher = "Int. Workshop on Advanced Black-Box Techniques for Nonlinear Modeling Theory and Applications, KULeuven, Belgium, July 810, 1998",

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Van Gorp, J, Schoukens, J & Pintelon, R 1998, Adding Input Noise to Increase the Generalization of Neural Networks is a Bad Idea. in Int. Workshop on Advanced Black-Box Techniques for Nonlinear Modeling Theory and Applications, KULeuven, Belgium, July 8–10, 1998. Int. Workshop on Advanced Black-Box Techniques for Nonlinear Modeling Theory and Applications, KULeuven, Belgium, July 810, 1998, Unknown, 8/07/98.

Adding Input Noise to Increase the Generalization of Neural Networks is a Bad Idea. / Van Gorp, Jurgen; Schoukens, Joannes; Pintelon, Rik.
Int. Workshop on Advanced Black-Box Techniques for Nonlinear Modeling Theory and Applications, KULeuven, Belgium, July 8–10, 1998. Int. Workshop on Advanced Black-Box Techniques for Nonlinear Modeling Theory and Applications, KULeuven, Belgium, July 810, 1998, 1998.

Research output: Chapter in Book/Report/Conference proceeding › Conference paper

TY - GEN

T1 - Adding Input Noise to Increase the Generalization of Neural Networks is a Bad Idea

AU - Van Gorp, Jurgen

AU - Schoukens, Joannes

AU - Pintelon, Rik

N1 - Int. Workshop on Advanced Black-Box Techniques for Nonlinear Modeling Theory and Applications, KULeuven, Belgium, July 810, 1998

PY - 1998/7/8

Y1 - 1998/7/8

M3 - Conference paper

BT - Int. Workshop on Advanced Black-Box Techniques for Nonlinear Modeling Theory and Applications, KULeuven, Belgium, July 8–10, 1998

PB - Int. Workshop on Advanced Black-Box Techniques for Nonlinear Modeling Theory and Applications, KULeuven, Belgium, July 810, 1998

T2 - Unknown

Y2 - 8 July 1998

ER -

Van Gorp J, Schoukens J, Pintelon R. Adding Input Noise to Increase the Generalization of Neural Networks is a Bad Idea. In Int. Workshop on Advanced Black-Box Techniques for Nonlinear Modeling Theory and Applications, KULeuven, Belgium, July 8–10, 1998. Int. Workshop on Advanced Black-Box Techniques for Nonlinear Modeling Theory and Applications, KULeuven, Belgium, July 810, 1998. 1998