Arbeitsberichte, FB Informatik
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- computer clusters (4)
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- artifcial neural networks (2)
- artificial neural networks (2)
- Neuronales Netz (1)
- Wechselkursänderung (1)
- activation functions of neurons (1)
- adaptive resonance theory (1)
- artiffficial neural networks (1)
- artififfcial neural networks (1)
- blood analysis (1)
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- currency exchange rates (1)
- estimation of algorithm efficiency (1)
- gradient method of training weight coefficients (1)
- information system (1)
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Institut
- Fachbereich 4 (7) (entfernen)
2011,13
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.