Advances in Neural Computation, Machine Learning, and Cognitive Research III
Springer International Publishing (Verlag)
978-3-030-30427-0 (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 XXI International Conference on Neuroinformatics, held on October 7-11, 2019, in Dolgoprudny, a town in Moscow region, Russia.
Preface.- Part I: Invited Papers.- Chapter 1. Deep Learning a Single Photo Voxel Model Prediction from Real and Synthetic Images.- Chapter 2. Tensor Train Neural Networks in Retail Operations.- Chapter 3. Semi-Empirical Neural Network Based Modeling and Identification of Controlled Dynamical Systems, etc.
| Erscheinungsdatum | 06.09.2020 |
|---|---|
| Reihe/Serie | Studies in Computational Intelligence |
| Zusatzinfo | XVII, 428 p. 210 illus., 120 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 682 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Informatik ► Weitere Themen ► Bioinformatik | |
| 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 2019 • Recurrent Analysis of EEG Patterns |
| ISBN-10 | 3-030-30427-2 / 3030304272 |
| ISBN-13 | 978-3-030-30427-0 / 9783030304270 |
| Zustand | Neuware |
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