The influence of the boundary conditions on the robustness of a CNN

Bahrain Mirzai; George S. Moschytz

doi:10.1109/81.669075

The influence of the boundary conditions on the robustness of a CNN

Bahrain Mirzai
, George S. Moschytz

Swiss Federal Institute of Technology Zurich

Research output: Contribution to journal › Article › peer-review

Abstract

We investigate the issue of robustness and how it is effected by the choice of boundary values for a given template set. First we introduce a measure of robustness, and then we show that, in some cases, an appropriate choice of boundary value may increase the attainable robustness. In other cases, the boundary value may be varied within some interval without loss of robustness.

Original language	English
Pages (from-to)	511-515
Number of pages	5
Journal	IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications
Volume	45
Issue number	4
DOIs	https://doi.org/10.1109/81.669075
State	Published - 1998
Externally published	Yes

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The influence of the boundary conditions on the robustness of a CNN

Abstract

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