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

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
Buch | Softcover
XVI, 441 Seiten
2021 | 1st ed. 2021
Springer International Publishing (Verlag)
978-3-030-60579-7 (ISBN)
213,99 inkl. MwSt

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
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 700 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 3-030-60579-5 / 3030605795
ISBN-13 978-3-030-60579-7 / 9783030605797
Zustand Neuware
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