Browsing Faculty of Engineering by Subject "Neural network"

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Input parameter ranking for neural networks in a space weather regression problem

Lotz, Stefan; Beukes, Jacques P.; Davel, Marelie H. (In Proc. South African Forum for Artificial Intelligence Research (FAIR2019), 2019-12)

Geomagnetic storms are multi-day events characterised by significant perturbations to the magnetic field of the Earth, driven by so-lar activity. Numerous efforts have been undertaken to utilise in-situ mea-surements of ...
Series-parallel approach to on-line observer based neural control of a helicopter system

Hager, Louw vS.; Uren, Kenneth R.; Van Schoor, George (Elsevier, 2014)

This paper is concerned with the control of an under-actuated, uncertain, delayed non-linear system through the implementation of arti cial neural networks(ANNs). The aim is the development of a series-parallel training ...