DocumentCode
1366897
Title
The influence of the boundary conditions on the robustness of a CNN
Author
Mirzai, Bahram ; Moschytz, George S.
Author_Institution
Signal & Inf. Processing Lab., Swiss Federal Inst. of Technol., Zurich, Switzerland
Volume
45
Issue
4
fYear
1998
fDate
4/1/1998 12:00:00 AM
Firstpage
511
Lastpage
515
Abstract
We investigate the issue of robustness and how it is affected 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
Keywords
cellular neural nets; matrix algebra; stability; CNN robustness; boundary conditions; boundary value; neural network; template set; Boundary conditions; Cellular neural networks; Circuits; Delay effects; Delay estimation; Delay lines; Delay systems; Robust stability; Robustness; Stability analysis;
fLanguage
English
Journal_Title
Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on
Publisher
ieee
ISSN
1057-7122
Type
jour
DOI
10.1109/81.669075
Filename
669075
Link To Document