Advances in Neural Computation, Machine Learning, and Cognitive Research : Selected Papers from the XIX International Conference on Neuroinformatics, October 2-6, 2017, Moscow, Russia

Front Matter ....Pages i-xv
Front Matter ....Pages 1-1
 The Analysis of Regularization in Deep Neural Networks Using Metagraph Approach  (Yuriy S. Fedorenko, Yuriy E. Gapanyuk, Svetlana V. Minakova)....Pages 3-8
 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, Sergey Dolenko)....Pages 9-16
 Multi-Layer Solution of Heat Equation  (Tatiana Lazovskaya, Dmitry Tarkhov, Alexander Vasilyev)....Pages 17-22
 Implementation of a Gate Neural Network Based on Combinatorial Logic Elements  (Taras Mikhailyuk, Sergey Zhernakov)....Pages 23-32
 Adaptive Gateway Element Based on a Recurrent Neurodynamical Model  (Yury S. Prostov, Yury V. Tiumentsev)....Pages 33-38
 Common Sense Knowledge in Large Scale Neural Conversational Models  (D. S. Tarasov, E. D. Izotova)....Pages 39-44
Front Matter ....Pages 45-45
 Prospects for the Development of Neuromorphic Systems  (Aleksandr Bakhshiev, Lev Stankevich)....Pages 47-52
 Pulse Neuron Learning Rules for Processing of Dynamical Variables Encoded by Pulse Trains  (Vladimir Bondarev)....Pages 53-58
 Information Environment for Neural-Network Adaptive Control System  (Le Ba Chung, Y. A. Holopov)....Pages 59-64
 Neural Network Semi-empirical Modeling of the Longitudinal Motion for Maneuverable Aircraft and Identification of Its Aerodynamic Characteristics  (Mikhail Egorchev, Yury Tiumentsev)....Pages 65-71
 Dump Truck Fault’s Short-Term Forecasting Based on the Multi-agent Adaptive Fuzzy Neuronet  (Ekaterina A. Engel)....Pages 72-78
 Object Detection on Images in Docking Tasks Using Deep Neural Networks  (Ivan Fomin, Dmitrii Gromoshinskii, Aleksandr Bakhshiev)....Pages 79-84
 Detection of Neurons on Images of the Histological Slices Using Convolutional Neural Network  (Ivan Fomin, Viktor Mikhailov, Aleksandr Bakhshiev, Natalia Merkulyeva, Aleksandr Veshchitskii, Pavel Musienko)....Pages 85-90
 Constructing a Neural-Net Model of Network Traffic Using the Topologic Analysis of Its Time Series Complexity  (N. Gabdrakhmanova)....Pages 91-97
 Texture Recognition from Positions of the Theory of Active Perceptions  (Vasiliy Gai, Pavel Rodionov, Maxim Derbasov, Dmitriy Lyakhmanov, Alla Koshurina)....Pages 98-103
 Method of Calculation of Upper Bound of Learning Rate for Neural Tuner to Control DC Drive  (Anton I. Glushchenko)....Pages 104-109
 Intelligent Diagnostics of Mechatronic System Components of Career Excavators in Operation  (S. I. Malafeev, S. S. Malafeev, Y. V. Tikhonov)....Pages 110-116
 Emotion Recognition in Sound  (Anastasiya S. Popova, Alexandr G. Rassadin, Alexander A. Ponomarenko)....Pages 117-124
 The Classification of Objects Based on a Model of Perception  (V. N. Shats)....Pages 125-131
 An Approach to Use Convolutional Neural Network Features in Eye-Brain-Computer-Interface  (A. G. Trofimov, B. M. Velichkovskiy, S. L. Shishkin)....Pages 132-137
 Semi-empirical Neural Network Model of Real Thread Sagging  (A. N. Vasilyev, D. A. Tarkhov, V. A. Tereshin, M. S. Berminova, A. R. Galyautdinova)....Pages 138-144
Front Matter ....Pages 145-145
 Color or Luminance Contrast – What Is More Important for Vision?  (Evgeny Meilikov, Rimma Farzetdinova)....Pages 147-156
 Synchrony of Cortical Alpha and Beta Oscillations  (Victor L. Vvedensky)....Pages 157-162
 Processes of Self-organization in the Community of Investors and Producers  (Vladimir G. Red’ko, Zarema B. Sokhova)....Pages 163-169
Front Matter ....Pages 171-171
 Complexity of Heart Rate During More and Less Differentiated Behaviors  (Anastasiia Bakhchina)....Pages 173-179
 Comparison of Some Fractal Analysis Methods for Studying the Spontaneous Activity in Medullar Auditory Units  (N. G. Bibikov, I. V. Makushevich)....Pages 180-185
 Synapse as a Multi-component and Multi-level Information System  (A. L. Proskura, A. S. Ratushnyak, S. O. Vechkapova, T. A. Zapara)....Pages 186-192
 Effect of Persistent Sodium Current on Neuronal Activity  (E. Y. Smirnova, A. V. Zefirov, D. V. Amakhin, A. V. Chizhov)....Pages 193-199