Application of Cognitive Technologies in Solving the Recognition Task
Dmitry Kostenko, Anton A. Sentsov, Sergey A. Ivanov · 2022 Wave Electronics and its Application in Information and Telecommunication Systems (WECONF) · 2022
The article describes the currently relevant task of identifying features of objects for recognition and decision-making with the allocation of classes of artificial and natural origin. Methods of extracting useful data from reflected signals using a convolutional neural network are defined. Two variants of the neural network construction are considered, in which the input data is presented as a graphical representation of the spectrum of the reflected signal in grayscale and in the form of arrays of numbers.