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Studies in Computational Intelligence

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

Selected Papers from the XXI International Conference on Neuroinformatics, October 7-11, 2019, Dolgoprudny, Moscow Region, Russia

Editors: Kryzhanovsky, B., Dunin-Barkowski, W., Redko, V., Tiumentsev, Y. (Eds.)

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  • 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
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eBook $129.00
price for USA in USD (gross)
  • Due: November 27, 2019
  • ISBN 978-3-030-30425-6
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
Hardcover $249.99
price for USA in USD
  • Customers within the U.S. and Canada please contact Customer Service at +1-800-777-4643, Latin America please contact us at +1-212-460-1500 (24 hours a day, 7 days a week).
  • Due: October 30, 2019
  • ISBN 978-3-030-30424-9
  • Free shipping for individuals worldwide
About this book

This book describes new theories and applications of artificial neural networks, with a special focus on answering questions 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 XXI International Conference on Neuroinformatics, held on October 7-11, 2019, in Dolgoprudny, a town in Moscow region, Russia.

Table of contents (50 chapters)

Table of contents (50 chapters)
  • Deep Learning a Single Photo Voxel Model Prediction from Real and Synthetic Images

    Pages 3-16

    Kniaz, Vladimir V. (et al.)

  • Tensor Train Neural Networks in Retail Operations

    Pages 17-24

    Terekhov, Serge A.

  • Semi-empirical Neural Network Based Modeling and Identification of Controlled Dynamical Systems

    Pages 25-42

    Tiumentsev, Yury (et al.)

  • Photovoltaic System Control Model on the Basis of a Modified Fuzzy Neural Net

    Pages 45-52

    Engel, Ekaterina A. (et al.)

  • Impact of Assistive Control on Operator Behavior Under High Operational Load

    Pages 53-61

    Kopeliovich, Mikhail (et al.)

Buy this book

eBook $129.00
price for USA in USD (gross)
  • Due: November 27, 2019
  • ISBN 978-3-030-30425-6
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
Hardcover $249.99
price for USA in USD
  • Customers within the U.S. and Canada please contact Customer Service at +1-800-777-4643, Latin America please contact us at +1-212-460-1500 (24 hours a day, 7 days a week).
  • Due: October 30, 2019
  • ISBN 978-3-030-30424-9
  • Free shipping for individuals worldwide
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Neural Computation, Machine Learning, and Cognitive Research III
Book Subtitle
Selected Papers from the XXI International Conference on Neuroinformatics, October 7-11, 2019, Dolgoprudny, Moscow Region, Russia
Editors
  • Boris Kryzhanovsky
  • Witali Dunin-Barkowski
  • Vladimir Redko
  • Yury Tiumentsev
Series Title
Studies in Computational Intelligence
Series Volume
856
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-30425-6
DOI
10.1007/978-3-030-30425-6
Hardcover ISBN
978-3-030-30424-9
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XVII, 428
Number of Illustrations
90 b/w illustrations, 120 illustrations in colour
Topics