Practical stability analysis for DNN observation

Abstract

The most important fact for differential neural networks dynamics is related to its weights time evolution. This is a consequence for the higher nonlinear structure describing the matrix differential equations, which are associated with the adaptive capability for this kind of neural networks. However, as we know, there is no any analytical demonstration of… (More)
DOI: 10.1109/CDC.2008.4738995

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