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

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.

Summary

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.

Product details

• Assisted by: Wital Dunin-Barkowski (Editor), Witali Dunin-Barkowski (Editor), Boris Kryzhanovsky (Editor), Vladimir Redko (Editor), Vladimir Redko et al (Editor), Yury Tiumentsev (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Hardback
• Released: 01.01.2018
• EAN: 9783030013271
• ISBN: 978-3-0-3001327-1
• No. of pages: 344
• Dimensions: 157 mm x 241 mm x 26 mm
• Weight: 692 g
• Illustrations: XVII, 344 p. 121 illus.
• Series: Studies in Computational Intelligence; Studies in Computational Intelligence
• Subjects: Natural sciences, medicine, IT, technology > Technology > General, dictionaries; C, Regelungstechnik, Artificial Intelligence, Kombinatorik und Graphentheorie, DV-gestützte Biologie/Bioinformatik, bioinformatics, engineering, Physics, Life sciences: general issues, Control and Systems Theory, Mathematical physics, Complex analysis, complex variables, Information technology: general issues, Computational Intelligence, Control engineering, Automatic control engineering, Computational and Systems Biology, Computational Biology/Bioinformatics, Graph Theory, Applications of Graph Theory and Complex Networks