On the dynamic behavior of the novelty detector and the novelty filter
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.
KeywordsEquilibrium Point Equilibrium Solution Projection Matrix Invariance Principle Novelty Detector
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