@misc{Tadeusiewicz_Ryszard_Neural, author={Tadeusiewicz, Ryszard and Mikrut, Zbigniew}, howpublished={online}, publisher={Zielona Góra: Uniwersytet Zielonogórski}, language={eng}, abstract={In this paper, we discuss the principles of using back-propagation neural networks for pattern recognition. The basic information on neural networks learning is presented. A comparison is drawn between classification performance of the back-propagation network and other pattern recognition methods. Special attention is paid to preprocessing of the required data. The following problems are discussed in detail: choosing network topology, selecting proper values for learning coefficients, and estimating the quality of learning and recognition processes.}, type={artykuł}, title={Neural networks applied to visual pattern recognition - a comparative study}, keywords={sterowanie, sterowanie-teoria, sztuczna inteligencja, matematyka stosowana, informatyka}, }