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Locally Regular CNNS

  • Martin Hänggi
  • George S. Moschytz
Chapter

Abstract

The distinction between different types of CNNs depending on the existence of intercell feedback has proven to be very helpful in the last decade. In uncoupled CNNs, where the parameters in the feedback template A are zero except for the self-feedback a 5, the cells are isolated from each other. These networks can be analyzed in all details and are well-understood. Coupled CNNs, which have at least one non-zero off-center entry in the A template, may exhibit complex dynamical behavior which is not fully tractable analytically. For example, there is no necessary and sufficient condition on the (feedback) template elements for stability.

Keywords

Linear Region Cellular Neural Network Local Rule Local Regularity Complex Dynamical Behavior 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer Science+Business Media Dordrecht 2000

Authors and Affiliations

  • Martin Hänggi
    • 1
  • George S. Moschytz
  1. 1.Swiss Federal Institute of TechnologyZurichSwitzerland

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