Studies in Computational Intelligence

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

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 $219.00
price for USA in USD (gross)
  • ISBN 978-3-030-01328-8
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $279.99
price for USA in USD
  • ISBN 978-3-030-01327-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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.

Table of contents (42 chapters)

  • Quantumness and Irrationality

    Ezhov, Alexandr A. (et al.)

    Pages 3-13

  • Planar Ising-Spin Models in Probabilistic Machine Learning

    Karandashev, Iakov M.

    Pages 14-38

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

    Samsonovich, Alexei V.

    Pages 39-50

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

    Verkhlyutov, Vitaly M. (et al.)

    Pages 51-63

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

    Galyautdinova, A. R. (et al.)

    Pages 67-76

Buy this book

eBook $219.00
price for USA in USD (gross)
  • ISBN 978-3-030-01328-8
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $279.99
price for USA in USD
  • ISBN 978-3-030-01327-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Neural Computation, Machine Learning, and Cognitive Research II
Book Subtitle
Selected Papers from the XX International Conference on Neuroinformatics, October 8-12, 2018, Moscow, Russia
Editors
  • Boris Kryzhanovsky
  • Witali Dunin-Barkowski
  • Vladimir Redko
  • Yury Tiumentsev
Series Title
Studies in Computational Intelligence
Series Volume
799
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-01328-8
DOI
10.1007/978-3-030-01328-8
Hardcover ISBN
978-3-030-01327-1
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XVII, 344
Number of Illustrations
121 b/w illustrations
Topics