Neural Network Theory

The Analysis of Regularization in Deep Neural Networks Using Meta graph Approach
Yuriy S. Fedorenko, Yuriy E. Gapanyuk, and Svetlana V. Minakova

Adding Noise During Training as a Method to Increase Resilience of Neural Network Solution of Inverse Problems: Test on the Data of Magnetotelluric Sounding Problem
Igor Isaev and Sergey Dolenko

Multi-Layer Solution of Ileat Equation
Tatiana Lazovskaya, Dmitry Tarkhov, and Alexander Vasilyev

Implementation of a Gate Neural Network Based on Combinatorial Logic Elements
Taras Mikhailyuk and Sergey Zhemakov

Adaptive Gateway Element Based on a Recurrent Neurodynamical Model
Yury S. Prostov and Yuiy V. Tiumentsev

Common Sense Knowledge in Large Scale Neural Conversational Models
D.S. Tarasov and E.D. Izotova

Applications of Neural Networks

Prospects for the Development of Neuromorphic Systems
Aleksandr Bakhshiev and Lev Stankevich

Pulse Neuron Learning Rules for Processing of Dynamical Variables Encoded by Pulse Trains
Vladimir Bondarev

Information Environment for Neural-Network Adaptive Control System
Le Ba Chung and Y.A. Holopov

Neural Network Semi-empirical Modeling of the Longitudinal Motion for Maneuverable Aircraft and Identification of Its Aerodynamic Characteristics
Mikhail Egorchev and Yury Tiumentsev

Dump Truck Fault's Short-Term Forecasting Based on the Multi-agent Adaptive Fuzzy Neuronet
Ekaterina A. Engel

Object Detection on Images in Docking Tasks Using Deep Neural Networks
Ivan Fomin, Dmitrii Gromoshinskii, and Aleksandr Bakhshiev

Detection of Neurons on Images of the Histological Slices Using Convolutional Neural Network
Ivan Fomin, Viktor Mikhailov, Aleksandr Bakhshiev, Natalia Merkulyeva, Aleksandr Veshchitskii, and Pavel Musienko

Constructing a Neural-Net Model of Network Traffic Using the Topologic Analysis of Its Time Series Complexity
N. Gabdrakhmanova

Texture Recognition from Positions of the Theory of Active Perceptions
Vasiliy Gai, Pavel Rodionov, Maxim Derbasov, Dmitri у Lyakhmanov, and Alla Koshurina

Method of Calculation of Upper Bound of Learning Rate for Neural Tuner to Control DC Drive
Anton I. Glushchenko

Intelligent Diagnostics of Mechatronic System Components of Career Excavators in Operation
Si. Malafeev, S.S. Malafeev, and Y.V. Tikhonov

Emotion Recognition in Sound
Anastasiya S. Popova Alexandr G. Rassadin, and Alexander A. Ponomarenko

The Classification of Objects Based on a Model of Perception
V.N. Shats

An Approach to Use Convolutional Neural Network Features in Eye-Brain-Computer-Interface
A.G. Trofimov, B.M. Velichkovskiy, and S.L Shishkin

Semi-empirical Neural Network Model of Real Thread Sagging
A.N. Vasilyev, D.A. Tarkhov, V.A. Tereshin, M.S. Berminova, and A.R. Galyautdinova

Cognitive Sciences and Adaptive Behavior

Color or Luminance Contrast - What Is More Important for Vision?
Evgeny Meilikov and Rimma Farzetdinova

Synchrony of Cortical Alpha and Beta Oscillations
Victor L. Vvedensky

Processes of Self-organization in the Community of Investors and Producers
Vladimir G. Red'ko and Zarema B. Sokhova

Neurobiology

Complexity of Heart Rate During More and Less Differentiated Behaviors
Anastasiia Bakhchina

Comparison of Some Fractal Analysis Methods for Studying the Spontaneous Activity in Medullar Auditory Units
N.G. Bibikov and LV. Makushevich

Synapse as a Multi-component and Multi-level Information System
A.L. Proskura, A.S. Ratushnyak, S.O. Vechkapova, and T.A. Zapara

Effect of Persistent Sodium Current on Neuronal Activity
E.Y. Smirnova, A.V. Zefirov, D.V. Amakhin, and A.V. Chizhov