Advances in Neural Computation, Machine Learning, and Cognitive Research II: Selected Papers from the XX International Conference on Neuroinformatics, ... Softcover reprint of the original 1st ed. 2019 Edition

Advances in Neural Computation, Machine Learning, and Cognitive Research II: Selected Papers from the XX International Conference on Neuroinformatics, ... Softcover reprint of the original 1st ed. 2019 Edition book cover

Advances in Neural Computation, Machine Learning, and Cognitive Research II: Selected Papers from the XX International Conference on Neuroinformatics, … Softcover reprint of the original 1st ed. 2019 Edition

Author(s): Boris Kryzhanovsky (Editor), Witali Dunin-Barkowski (Editor), Vladimir Redko (Editor), Yury Tiumentsev (Editor)

  • Publisher: Springer
  • Publication Date: 10 Dec. 2019
  • Edition: Softcover reprint of the original 1st ed. 2019
  • Language: English
  • Print length: 361 pages
  • ISBN-10: 303013170X
  • ISBN-13: 9783030131708

Book Description

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.

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From the Back Cover

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.

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