On the dynamic behavior of the novelty detector and the novelty filter

  • Dirk Aeyels
Part of the Progress in Systems and Control Theory book series (PSCT, volume 8)


Both the novelty detector and the novelty filter are adaptive systems capable of “storing” a number of inputs and responding only to “new” inputs, i.e. inputs that have not yet been stored in the system. This paper attempts to contribute to a better understanding of the convergence properties of these systems.


Equilibrium Point Equilibrium Solution Projection Matrix Invariance Principle Novelty Detector 
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  1. [1]
    B.D.O. Anderson, Exponential Stability of Linear Equations Arising in Adaptive Identification IEEE Trans. A.C., 1977, pp 84–88.Google Scholar
  2. [2]
    T. Kohonen, Self-Organization and Associative Memory 2nd.ed., Springer Ser. Inform Sci. Vol.8. (Springer, Berlin, Heidelberg 1988)Google Scholar

Copyright information

© Birkhäuser Boston 1991

Authors and Affiliations

  • Dirk Aeyels
    • 1
    • 2
    • 3
  1. 1.Rijksuniversiteit GentUniversité Catholique de LouvainBelgium
  2. 2.Dept. of Systems DynamicsUniversity of GentZwijnaardeBelgium
  3. 3.Lab. D’Automatique, de Dynamique et d’Analyse des SystèmesLouvain-la-NeuveBelgium

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