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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

  • Boris Kryzhanovsky
  • Witali Dunin-Barkowski
  • Vladimir Redko
  • Yury Tiumentsev
Conference proceedings NEUROINFORMATICS 2018

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

Table of contents

  1. Front Matter
    Pages i-xvii
  2. Invited Papers

    1. Front Matter
      Pages 1-1
    2. Alexandr A. Ezhov, Andrei G. Khromov, Svetlana S. Terentyeva
      Pages 3-13
    3. 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
    2. A. R. Galyautdinova, J. S. Sedova, D. A. Tarkhov, E. A. Varshavchik, A. N. Vasilyev
      Pages 67-76
    3. Leonid Litinskii, Inna Kaganowa
      Pages 77-83
    4. Yury S. Prostov, Yury V. Tiumentsev
      Pages 84-90
  4. Applications of Neural Networks

    1. Front Matter
      Pages 99-99
    2. Egor A. Degilevich, Aleksandra M. Kobicheva, Valery A. Kozhin, Anastasia D. Subbota, Ilya Y. Surikov, Dmitry A. Tarkhov et al.
      Pages 109-114
    3. Ivan S. Fomin, Svetlana R. Orlova, Dmitrii A. Gromoshinskii, Aleksandr V. Bakhshiev
      Pages 136-143
    4. P. Goncharov, G. Ososkov, A. Nechaevskiy, A. Uzhinskiy, I. Nestsiarenia
      Pages 151-159
    5. A. I. Guseva, G. F. Malykhina, A. S. Nevelskiy
      Pages 160-166
    6. Igor Isaev, Sergey Burikov, Tatiana Dolenko, Kirill Laptinskiy, Sergey Dolenko
      Pages 167-175
    7. Igor Isaev, Eugeny Obornev, Ivan Obornev, Mikhail Shimelevich, Sergey Dolenko
      Pages 176-183
    8. Irina Knyazeva, Alexander Efitorov, Yulia Boytsova, Sergey Danko, Vladimir Shiroky, Nikolay Makarenko
      Pages 190-195
    9. Dmitry S. Kozlov, Yury V. Tiumentsev
      Pages 196-201
    10. Olga Mishulina, Maria Eidlina
      Pages 202-209
    11. Anastasiya V. Seliverstova, Darya A. Pavlova, Slavik A. Tonoyan, Yuriy E. Gapanyuk
      Pages 210-215
    12. Dmitry Shaposhnikov, Lubov Podladchikova
      Pages 216-220
    13. Dmitriy A. Takhov, Mariya R. Bortkovskaya, Tatyana T. Kaverzneva, Daniel R. Kapitsin, Irina A. Shishkina, Daria A. Semenova et al.
      Pages 221-226
    14. Alexander G. Trofimov, Ksenia E. Kuznetsova, Alexandra A. Korshikova
      Pages 227-233
    15. Anton Yakovenko, Eugene Sidorenko, Galina Malykhina
      Pages 234-240
  5. Cognitive Sciences and Adaptive Behavior

    1. Front Matter
      Pages 241-241
    2. Samer El-Khatib, Yuri Skobtsov, Sergey Rodzin
      Pages 243-249
    3. Alena A. Fetisova, Alexander V. Vartanov
      Pages 250-256
    4. Evgeny Meilikhov, Rimma Farzetdinova
      Pages 263-273
    5. Vyacheslav A. Orlov, Vadim L. Ushakov, Sergey I. Kartashov, Denis G. Malakhov, Anastasia N. Korosteleva, Lyudmila I. Skiteva et al.
      Pages 274-283
    6. Vadim L. Ushakov, Vyacheslav A. Orlov, Sergey I. Kartashov, Denis G. Malakhov, Anastasia N. Korosteleva, Lyudmila I. Skiteva et al.
      Pages 284-290
    7. Vadim L. Ushakov, Vyacheslav A. Orlov, Denis G. Malakhov, Sergey I. Kartashov, Alexandra V. Maslennikova, Andrey Yu. Arkhipov et al.
      Pages 291-299
    8. Timofei I. Voznenko, Alexei V. Samsonovich, Alexander A. Gridnev, Aliona I. Petrova
      Pages 300-304
  6. Neurobiology

    1. Front Matter
      Pages 305-305
    2. A. V. Burdakov, A. O. Ukharov, M. P. Myalkin, V. I. Terekhov
      Pages 307-314
    3. Anna L. Proskura, Tatyana A. Zapara
      Pages 334-338
    4. A. S. Ratushnyak, E. D. Sorokoumov, T. A. Zapara
      Pages 339-342
  7. Back Matter
    Pages 343-344

About these proceedings

Introduction

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.

Keywords

Deep neural networks Modeling inverse problems Additive noise Multilayer neural networks Boolean neural network Context dependent recognition Applications of adaptive neural networks Digital neural-network control system Traffic control methods Synchronous information environment Adaptive control systems Conference Proceedings

Editors and affiliations

  • Boris Kryzhanovsky
    • 1
  • Witali Dunin-Barkowski
    • 2
  • Vladimir Redko
    • 3
  • Yury Tiumentsev
    • 4
  1. 1.Scientific Research Institute for System AnalysisRussian Academy of SciencesMoscowRussia
  2. 2.Scientific Research Institute for System AnalysisRussian Academy of SciencesMoscowRussia
  3. 3.Scientific Research Institute for System AnalysisRussian Academy of SciencesMoscowRussia
  4. 4.Moscow Aviation Institute (National Research University)MoscowRussia

Bibliographic information