Filtern
Erscheinungsjahr
- 2011 (12) (entfernen)
Dokumenttyp
- Ausgabe (Heft) zu einer Zeitschrift (9)
- Diplomarbeit (1)
- Masterarbeit (1)
- Studienarbeit (1)
Schlagworte
- computer clusters (4)
- parallel algorithms (3)
- artifcial neural networks (2)
- artificial neural networks (2)
- Authentifizierung (1)
- Cloud Computing (1)
- Datensicherheit (1)
- Digital Rights Management (1)
- Enterprise Systems (1)
- IT Outsourcing (1)
Institut
- Institut für Wirtschafts- und Verwaltungsinformatik (12) (entfernen)
An estimation of the number of multiplication and addition operations for training artififfcial neural networks by means of consecutive and parallel algorithms on a computer cluster is carried out. The evaluation of the efficiency of these algorithms is developed. The multilayer perceptron, the Volterra network and the cascade-correlation network are used as structures of artififfcial neural networks. Different methods of non-linear programming such as gradient and non-gradient methods are used for the calculation of the weight coefficients.