Skip to main content
SpringerLink
Log in

Advances in Neural Computation, Machine Learning, and Cognitive Research

Selected Papers from the XIX International Conference on Neuroinformatics, October 2-6, 2017, Moscow, Russia

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Boris Kryzhanovsky

    1. Scientific Research Institute for System Analysis, Russian Academy of Sciences, Moscow, Russia

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Witali Dunin-Barkowski

    1. Scientific Research Institute for System Analysis, Russian Academy of Sciences, Moscow, Russia

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Vladimir Redko

    1. Scientific Research Institute for System Analysis, Russian Academy of Sciences, Moscow, Russia

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • Includes selected papers from the XIX International Conference on Neuroinformatics, held on October 2–6, 2017, in Moscow, Russia
  • Reports on both the theory and applications of artificial neural networks
  • Presents topics ranging from advances in machine learning to evolutionary programming and neuroimaging/neurobiology
  • Offers a multidisciplinary perspective on neuroinformatics

Part of the book series: Studies in Computational Intelligence (SCI, volume 736)

Included in the following conference series:

Conference proceedings info: NEUROINFORMATICS 2017.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 169.99
Price excludes VAT (USA)
This title has not yet been released. You may pre-order it now and we will ship your order when it is published on 3 Oct 2017.
  • Durable hardcover edition
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (28 papers)

  1. Front Matter

    Pages i-xv
    Download chapter PDF

  2. Neural Network Theory

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. The Analysis of Regularization in Deep Neural Networks Using Metagraph Approach

      • Yuriy S. Fedorenko, Yuriy E. Gapanyuk, Svetlana V. Minakova
      Pages 3-8

    3. 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

    4. Multi-Layer Solution of Heat Equation

      • Tatiana Lazovskaya, Dmitry Tarkhov, Alexander Vasilyev
      Pages 17-22

    5. Implementation of a Gate Neural Network Based on Combinatorial Logic Elements

      • Taras Mikhailyuk, Sergey Zhernakov
      Pages 23-32

    6. Adaptive Gateway Element Based on a Recurrent Neurodynamical Model

      • Yury S. Prostov, Yury V. Tiumentsev
      Pages 33-38

    7. Common Sense Knowledge in Large Scale Neural Conversational Models

      • D. S. Tarasov, E. D. Izotova
      Pages 39-44

  3. Applications of Neural Networks

    1. Front Matter

      Pages 45-45
      Download chapter PDF

    2. Prospects for the Development of Neuromorphic Systems

      • Aleksandr Bakhshiev, Lev Stankevich
      Pages 47-52

    3. Pulse Neuron Learning Rules for Processing of Dynamical Variables Encoded by Pulse Trains

      • Vladimir Bondarev
      Pages 53-58

    4. Information Environment for Neural-Network Adaptive Control System

      • Le Ba Chung, Y. A. Holopov
      Pages 59-64

    5. 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

    6. Dump Truck Fault’s Short-Term Forecasting Based on the Multi-agent Adaptive Fuzzy Neuronet

      • Ekaterina A. Engel
      Pages 72-78

    7. Object Detection on Images in Docking Tasks Using Deep Neural Networks

      • Ivan Fomin, Dmitrii Gromoshinskii, Aleksandr Bakhshiev
      Pages 79-84

    8. 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

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

      • N. Gabdrakhmanova
      Pages 91-97

    10. Texture Recognition from Positions of the Theory of Active Perceptions

      • Vasiliy Gai, Pavel Rodionov, Maxim Derbasov, Dmitriy Lyakhmanov, Alla Koshurina
      Pages 98-103

    11. Method of Calculation of Upper Bound of Learning Rate for Neural Tuner to Control DC Drive

      • Anton I. Glushchenko
      Pages 104-109

    12. Intelligent Diagnostics of Mechatronic System Components of Career Excavators in Operation

      • S. I. Malafeev, S. S. Malafeev, Y. V. Tikhonov
      Pages 110-116
Back to top

Other volumes

  1. Advances in Neural Computation, Machine Learning, and Cognitive Research

Keywords

About this book

This book describes new theories and applications of artificial neural networks, with a special focus on neural computation, cognitive science and machine learning. It discusses cutting-edge research at the intersection between different fields, from topics such as cognition and behavior, motivation and emotions, to neurocomputing, deep learning, classification and clustering. Further topics include signal processing methods, robotics and neurobionics, and computer vision alike. The book includes selected papers from the XIX International Conference on Neuroinformatics, held on October 2-6, 2017, in Moscow, Russia.

Editors and Affiliations

  • Scientific Research Institute for System Analysis, Russian Academy of Sciences, Moscow, Russia

    Boris Kryzhanovsky, Witali Dunin-Barkowski, Vladimir Redko

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation