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In this paper, a possibility of discovering laws governing empirical data whose interrelations can be expressed in a multidimensional polynomial form is considered. A novel atypical perceptron with reciprocal type activation functions is proposed. This perceptron implements the polynomial relation and enables determining the polynomial coefficients by training the perceptron. The perceptron is simple...
W artykule przedstawiono problem pomiarów zawartości gazów metodą NDIR przy zmieniającej się temperaturze. Przeprowadzono symulacje odpowiadające warunkom panującym przy zgazowywaniu biomasy. Zaproponowano uwzględnienie temperatury w odtwarzaniu zawartości CO z wykorzystaniem sztucznych sieci neuronowych.
The paper presents the research focused on verification of multiple model neural filter in real environment. The filter is a result of the works in the research project and is implemented as a software application. The application is then connected to real radar making the off-line verification possible. The filter was checked against IMO requirements and was compared to other commercially used filters...
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