Browsing by Author "Christodoulou, Manolis A."
Now showing items 1-3 of 3
-
Article
Dynamical neural networks that ensure exponential identification error convergence
Kosmatopoulos, E. B.; Christodoulou, Manolis A.; Ioannou, Petros A. (1997)Classical adaptive and robust adaptive schemes, are unable to ensure convergence of the identification error to zero, in the case of modeling errors. Therefore, the usage of such schemes to 'black-box' identification of ...
-
Article
Erratum: Dynamical neural networks that ensure exponential identification error convergence (Neural Networks (1997) 10:2 (299-314)) PII S0893608098000409
Kosmatopoulos, E. B.; Christodoulou, Manolis A.; Ioannou, Petros A. (1998)
-
Conference Object
Learning laws exponential error convergence for recurrent neural networks
Kosmatopoulos, Elias B.; Christodoulou, Manolis A.; Ioannou, Petros A. (Publ by IEEE, 1993)In this paper, we propose new learning laws for adjusting the weights of recurrent high order neural networks (RHONN) when they are used to system identification problems. The main advantages of these learning laws over ...