Identification of extended Hammerstein systems using dynamic self-optimizing neural networks

X Ren, X Lv - IEEE Transactions on Neural Networks, 2011 - ieeexplore.ieee.org
In this paper, a new dynamic self-optimizing neural network (DSONN) with online adjusting
hidden layer and weights is proposed for a class of extended Hammerstein systems with …

Nonlinear dynamic systems: blind identification of block-oriented models, and instability under random inputs

L Vanbeylen - 2011 - researchportal.vub.be
Nonlinear dynamic systems are everywhere present in our daily life: a microchip, a
loudspeaker, a robot, a car, an airplane, a chemical plant, a bridge,... These applications …

Term Selection for Nonlinear Systems

M Rasouli - 2011 - library-archives.canada.ca
Abstract<? Pub Inc> The convexity of an optimization problem is an important property that
guarantees the global and local minima are identical. Thus, formulating system identification …