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

Selected Papers from the XXII International Conference on Neuroinformatics, October 12-16, 2020, Moscow, Russia

Boris Kryzhanovsky, Witali Dunin-Barkowski, Vladimir Redko, Yury Tiumentsev (Herausgeber)

Buch | Hardcover

XVI, 441 Seiten

2020 | 1st ed. 2021
Springer International Publishing (Verlag)
978-3-030-60576-6 (ISBN)

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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 XXII International Conference on Neuroinformatics, held on October 12-16, 2020, Moscow, Russia.

Erscheinungsdatum	05.10.2020
Reihe/Serie	Studies in Computational Intelligence
Zusatzinfo	XVI, 441 p. 169 illus., 101 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	847 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Medizin / Pharmazie ► Physiotherapie / Ergotherapie ► Orthopädie
	Technik ► Elektrotechnik / Energietechnik
Schlagworte	3D object reconstruction • Algorithms for Eye Detection • Analysis of Avoidance Behavior • Application of Tensor Train Neural Networks • Attention Recognition • Automated Species Identification • Autonomous Agent in Economy • Control and Monitoring of Operator Performance • Convolutional Recurrent Spiking Neural Networks • Deep Learning for Image Recognition • Facial Expression Recognition • Fatigue Control Models • Functional Connectivity Methods • Grasping Control • Multi-parameter Inverse Problems • Neural Networks for Video Surveillance System • Neuroinformatics 2020 • Recurrent Analysis of EEG Patterns
ISBN-10	3-030-60576-0 / 3030605760
ISBN-13	978-3-030-60576-6 / 9783030605766
Zustand	Neuware