Industrial Automatic Control Systems and Controllers Annotation << Back Configuring, Training and Testing a Long-term Short-term Memory Neural Network for Pattern Recognition V.S. Tormozov, A.L. Zolkin, K.A. Vasilenko The article is devoted to artificial neural networks of direct distribution with blocks of long short-term memory (LSTM). A study of the abilities of this neural network to recognize disparate images has been performed. The article suggests linear switching of LSTM blocks depending on the value of the transmitted signal. The results obtained are compared with the results of the operation of a neural network of direct distribution of a similar structure. Keywords: LSTM block; artificial intelligence; artificial neural network; machine learning; pattern recognition. DOI: 10.25791/asu.3.2020.1171 Pp. 52-57.