Modelling and FDI of Dynamic Discrete Time Systems Using a MLP with a New Sigmoidal Activation Function

In this paper we investigate the use of the multi-layer perceptron (MLP) for system modelling. A new sigmoidal activation function is introduced and the study is focused at the utilization of this function on a MLP that performs modelling of dynamic, discrete time systems. The role of the activation...

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Veröffentlicht in:	Journal of intelligent & robotic systems 2004-09, Vol.41 (1), p.19-36
Hauptverfasser:	Skoundrianos, E N, Tzafestas, S G
Format:	Artikel
Sprache:	eng
Schlagworte:	Activation Activation analysis Computer simulation Discrete time systems Dynamical systems Dynamics Mathematical models Studies Tanks
Online-Zugang:	Volltext
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