Skip to main content
SpringerLink
Log in

Advances in Neural Computation, Machine Learning, and Cognitive Research II

Selected Papers from the XX International Conference on Neuroinformatics, October 8-12, 2018, Moscow, Russia

  • Conference proceedings
  • © 2019

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

  4. Yury Tiumentsev

    1. Moscow Aviation Institute (National Research University), Moscow, Russia

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • Reports on advanced theories and applications of artificial neural networks
  • Focuses on problems in neuroscience, systems biophysics, cognitive research, and adaptive control
  • Merges topics in neurobiology, machine learning, and evolutionary programming

Part of the book series: Studies in Computational Intelligence (SCI, volume 799)

Included in the following conference series:

Conference proceedings info: NEUROINFORMATICS 2018.

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 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • 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 (42 papers)

  1. Front Matter

    Pages i-xvii
    Download chapter PDF

  2. Invited Papers

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Quantumness and Irrationality

      • Alexandr A. Ezhov, Andrei G. Khromov, Svetlana S. Terentyeva
      Pages 3-13

    3. Planar Ising-Spin Models in Probabilistic Machine Learning

      • Iakov M. Karandashev
      Pages 14-38

    4. Intellectual Agents Based on a Cognitive Architecture Supporting Humanlike Social Emotionality and Creativity

      • Alexei V. Samsonovich
      Pages 39-50

    5. A Novel Methodology for Simulation of EEG Traveling Waves on the Folding Surface of the Human Cerebral Cortex

      • Vitaly M. Verkhlyutov, Vladislav V. Balaev, Vadim L. Ushakov, Boris M. Velichkovsky
      Pages 51-63

  3. Neural Network Theory

    1. Front Matter

      Pages 65-65
      Download chapter PDF

    2. Comparative Test of Evolutionary Algorithms to Build an Approximate Neural Network Solution of the Model Boundary Value Problem

      • A. R. Galyautdinova, J. S. Sedova, D. A. Tarkhov, E. A. Varshavchik, A. N. Vasilyev
      Pages 67-76

    3. Spectral Density of 1D Ising Model in n-Vicinity Method

      • Leonid Litinskii, Inna Kaganowa
      Pages 77-83

    4. Match-Mismatch Detection Neural Circuit Based on Multistable Neurons

      • Yury S. Prostov, Yury V. Tiumentsev
      Pages 84-90

    5. Hopfield Associative Memory with Quantized Weights

      • Mikhail S. Tarkov
      Pages 91-97

  4. Applications of Neural Networks

    1. Front Matter

      Pages 99-99
      Download chapter PDF

    2. Linear Filtering Based on a Pulsed Neuron Model with an Orthogonal Filter Bank

      • Vladimir Bondarev
      Pages 101-108

    3. Comparative Testing of the Neural Network and Semi-empirical Method on the Stabilization Problem of Inverted Pendulum

      • Egor A. Degilevich, Aleksandra M. Kobicheva, Valery A. Kozhin, Anastasia D. Subbota, Ilya Y. Surikov, Dmitry A. Tarkhov et al.
      Pages 109-114

    4. Homotopy Continuation Training Method for Semi-Empirical Continuous-Time State-Space Neural Network Models

      • Mikhail Egorchev, Yury Tiumentsev
      Pages 115-120

    5. Temperature Forecasting Based on the Multi-agent Adaptive Fuzzy Neuronet

      • E. A. Engel, N. E. Engel
      Pages 121-128

    6. The Neural Network with Automatic Feature Selection for Solving Problems with Categorical Variables

      • Yuriy S. Fedorenko, Yuriy E. Gapanyuk
      Pages 129-135

    7. Object Detection on Docking Images with Deep Convolutional Network

      • Ivan S. Fomin, Svetlana R. Orlova, Dmitrii A. Gromoshinskii, Aleksandr V. Bakhshiev
      Pages 136-143

    8. On Comparative Evaluation of Effectiveness of Neural Network and Fuzzy Logic Based Adjusters of Speed Controller for Rolling Mill Drive

      • Anton I. Glushchenko, Vladislav A. Petrov
      Pages 144-150

    9. Disease Detection on the Plant Leaves by Deep Learning

      • P. Goncharov, G. Ososkov, A. Nechaevskiy, A. Uzhinskiy, I. Nestsiarenia
      Pages 151-159
Back to top

Other volumes

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

Keywords

About this book

This book describes new theories and applications of artificial neural networks, with a special focus on addressing problems in neuroscience, biology and biophysics and cognitive research. It covers a wide range of methods and technologies, including deep neural networks, large-scale neural models, brain–computer interface, signal processing methods, as well as models of perception, studies on emotion recognition, self-organization and many more. The book includes both selected and invited papers presented at the XX International Conference on Neuroinformatics, held in Moscow, Russia on October 8–12, 2018.

Editors and Affiliations

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

    Boris Kryzhanovsky, Witali Dunin-Barkowski, Vladimir Redko

  • Moscow Aviation Institute (National Research University), Moscow, Russia

    Yury Tiumentsev

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation