Nonlinear system identification: Finding structure in nonlinear black-box models

2017 ◽  
Author(s):  
Philippe Dreesen ◽  
Koen Tiels ◽  
Mariya Ishteva ◽  
Johan Schoukens
Keyword(s):  
System Identification ◽  
Nonlinear System ◽  
Nonlinear System Identification ◽  
Black Box ◽  
Box Models ◽  
Black Box Models

Nonlinear black-box models in system identification: Mathematical foundations

Automatica ◽  
1995 ◽  
Vol 31 (12) ◽  
pp. 1725-1750 ◽  
Author(s):  
Anatoli Juditsky ◽  
Håkan Hjalmarsson ◽  
Albert Benveniste ◽  
Bernard Delyon ◽  
Lennart Ljung ◽  
...  
Keyword(s):  
System Identification ◽  
Black Box ◽  
Box Models ◽  
Mathematical Foundations ◽  
Black Box Models

Computational cost improvement of neural network models in black box nonlinear system identification

2015 ◽  
Vol 166 ◽  
pp. 96-108 ◽  
Author(s):  
Hector M. Romero Ugalde ◽  
Jean-Claude Carmona ◽  
Juan Reyes-Reyes ◽  
Victor M. Alvarado ◽  
Juan Mantilla
Keyword(s):  
Neural Network ◽  
System Identification ◽  
Nonlinear System ◽  
Nonlinear System Identification ◽  
Computational Cost ◽  
Network Models ◽  
Black Box ◽  
Neural Network Models
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