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
Seiten
2021
|
1st ed. 2021
Springer International Publishing (Verlag)
978-3-030-60579-7 (ISBN)
Springer International Publishing (Verlag)
978-3-030-60579-7 (ISBN)
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 | 07.10.2021 |
---|---|
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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