Journal Neurocomputers №1 for 2021 year
NEUROCOMPUTING IN SIGNAL AND IMAGE PROCESSING SYSTEMS
5-8
8-18
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)

17-35
Recognition of handwritten characters on the sensor matrix using a neural network

D. A. Aminev¹, V. A. Danilevich², A. A. Demin³, A. Samman4 

1  V.A. Trapeznikov Institute of Control Sciences of RAS (Moscow, Russia)

2–4  Department IU4 of Designing and Technology of Electronic Equipment, Bauman Moscow State Technical University (Moscow, Russia)

32-42
THEORY OF NEURAL NETWORKS
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. Uzenkov4

1, 2, 4 Department IU4 of Designing and Technology of Electronic Equipment, Bauman Moscow State Technical University (Moscow, Russia)

1–4  JSC “INFORION” (Moscow, Russia)

43-49
METHODS AND MODELS OF INTELLECTUALIZATION AND SELF-ORGANIZATION OF COMPLEX SYSTEMS
Approaches to motion control intellectualization of a mobile robot

Stepan A. Lapshinov¹, Vadim A. Shakhnov², Anton V. Yudin³

1, 3 Technical Education Center, SBVEI “Vorobyovy Gory” (Moscow, Russia)

2, 3 Department IU4 of Designing and Technology of Electronic Equipment, Bauman Moscow State Technical University (Moscow, Russia)

50-62
DESIGN OF INTELLIGENT SYSTEMS AND THEIR SOFTWARE IMPLEMENTATION
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

1–3  Department IU4 of Designing and Technology of Electronic Equipment, Bauman Moscow State Technical University (Moscow, Russia)

63-80
NEUROPHYSIOLOGICAL MODELS OF NEURAL NETWORKS
Neuroanalytical model for comparative studies of clinical and kaphist active orthostatic samples

G. I. Mikita - Bauman Moscow State Technical University (Moscow, Russia)

81-93