Browsing Τμήμα Ηλεκτρολόγων Μηχανικών και Μηχανικών Υπολογιστών / Department of Electrical and Computer Engineering by Author "Ioannou, Petros A."
Now showing items 1-6 of 6
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Conference Object
Adaptive bounding techniques for stable neural control systems
Polycarpou, Marios M.; Ioannou, Petros A. (1995)
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Conference Object
Convergence analysis for a class of neural networks
Polycarpou, Marios M.; Ioannou, Petros A. (1992)
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Conference Object
Learning techniques for structured networks
Polycarpou, Marios M.; Ioannou, Petros A. (1991)
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Conference Object
Modelling, identification and stable adaptive control of continuous-time nonlinear dynamical systems using neural networks
Polycarpou, Marios M.; Ioannou, Petros A. (1992)
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Conference Object
Robust adaptive nonlinear control design
Polycarpou, Marios M.; Ioannou, Petros A. (1993)
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Book Chapter
Stable Nonlinear System Identification Using Neural Network Models
Polycarpou, Marios M.; Ioannou, Petros A. (Springer US, 1993)Several empirical studies have demonstrated the feasibility of employing neural networks as models of nonlinear dynamical systems. This paper presents a stability theory approach to synthesizing and analyzing neural network ...