THE INFLUENCE OF THE BOUNDARY-CONDITIONS ON THE ROBUSTNESS OF A CNN

Authors
MIRZAI B MOSCHYTZ GS
Citation
B. Mirzai et Gs. Moschytz, THE INFLUENCE OF THE BOUNDARY-CONDITIONS ON THE ROBUSTNESS OF A CNN, IEEE transactions on circuits and systems. 1, Fundamental theory andapplications, 45(4), 1998, pp. 511-515
Citations number
7
Categorie Soggetti
Engineering, Eletrical & Electronic
Journal title
IEEE transactions on circuits and systems. 1, Fundamental theory andapplications → ACNP
ISSN journal
10577122
Volume
45
Issue
4
Year of publication
1998
Pages
511 - 515
Database
ISI
SICI code
1057-7122(1998)45:4<511:TIOTBO>2.0.ZU;2-A
Abstract
We investigate the issue of robustness and how it is effected by the c hoice of boundary values for a given template set. First we introduce a measure of robustness, and then we show that, in some cases, an appr opriate choice of boundary value may increase the attainable robustnes s. In other cases, the boundary value may be varied within some interv al without loss of robustness.