@misc{Mikrut_Zbigniew_Estimation, author={Mikrut, Zbigniew}, howpublished={online}, publisher={Zielona Góra: Uniwersytet Zielonogórski}, language={eng}, abstract={The paper contains quantitative information about parameters generated in hidden layers of back-propagation type neural networks for handwritten digits recognition. On the basis of this information, a method of determination of the lower limit for the number of hidden layer elements for such networks is given. The method applies a suitable formula of combinatorics. The above-mentioned information is used to create an algorithm for the training set analysis aimed for more effective neural network initialization.}, type={artykuł}, title={Estimation of the hidden layer size based on analysis of neural networks for handwritten digits recognition}, keywords={sterowanie, sterowanie-teoria, sztuczna inteligencja, matematyka stosowana, informatyka}, }