AN ALTERNATIVE APPROACH TO FCM ACTIVATION FOR MODELING DYNAMIC SYSTEMS

Recurrent neural models such as fuzzy cognitive maps (FCM) are well established in decision modeling through progressive variations of systems' concepts. However, existing activation functions have shortcomings, such as a lack of sensitivity to weights of initial concepts, which is due to exagg...

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Veröffentlicht in:	Applied artificial intelligence 2012-09, Vol.26 (8), p.733-742
Hauptverfasser:	Motlagh, O., Tang, S. H., Khaksar, W., Ismail, N.
Format:	Artikel
Sprache:	eng
Schlagworte:	Activation Cognitive models Convergence Decision making models Dynamical systems Dynamics Fuzzy Fuzzy logic Gray scale Mathematical models Neural networks Stimuli Training
Online-Zugang:	Volltext
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