No. 1, 2021

NEUROCOMPUTING IN SIGNAL AND IMAGE PROCESSING SYSTEMS

1. Главному редактору журнала «Нейрокомпьютеры: разработка, применение» Вадиму Анатольевичу Шахнову 80 лет! pp. 5-8
2. Научная школа «Конструкторско-технологическая информатика в радиоэлектронике» МГТУ им. Н.Э. Баумана pp. 8-18
3. Hierarchical pyramidal subsampling in deep convolutional networks for visual pattern recognition A. E. Averyanikhin, A. I. Vlasov, E. V. Evdokimova Department IU4 of Designing and Technology of Electronic Equipment, Bauman Moscow State Technical University (Moscow, Russia) pp. 17-35
4. Recognition of handwritten characters on the sensor matrix using a neural network D. A. Aminev¹, V. A. Danilevich², A. A. Demin³, A. Samman pp. 32-42

THEORY OF NEURAL NETWORKS

1. Using recurrent neural networks for probabilistic classification of the processor architecture of executable files A. A. Gladkikh¹, M. O. Komakhin², A. V. Simankov³, D. A. Uzenkov pp. 43-49

METHODS AND MODELS OF INTELLECTUALIZATION AND SELF-ORGANIZATION OF COMPLEX SYSTEMS

1. Approaches to motion control intellectualization of a mobile robot Stepan A. Lapshinov¹, Vadim A. Shakhnov², Anton V. Yudin³ pp. 50-62

DESIGN OF INTELLIGENT SYSTEMS AND THEIR SOFTWARE IMPLEMENTATION

1. Neural network system for detecting and neutralizing remote unauthorized interference into the components of the Internet of Things A. I. Vlasov¹, E. R. Zakharov², V. O. Zakharova³ pp. 63-80

NEUROPHYSIOLOGICAL MODELS OF NEURAL NETWORKS

1. Neuroanalytical model for comparative studies of clinical and kaphist active orthostatic samples G. I. Mikita pp. 81-93