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

Selected Papers from the XXVI International Conference on Neuroinformatics, October 21-25, 2024, Moscow, Russia

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

Buch | Hardcover

XX, 533 Seiten

2025
Springer International Publishing (Verlag)
978-3-031-80462-5 (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 XXVI International Conference on Neuroinformatics, held on October 21-25, 2024, in Moscow, Russia.

Erscheinungsdatum	03.03.2025
Reihe/Serie	Studies in Computational Intelligence
Zusatzinfo	XX, 533 p. 203 illus., 120 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
	Technik
Schlagworte	adaptive behavior • Autonomous Agents • Deep learning models • EEG-patterns • Machine Learning Applications in Biology • Mechanisms of Natural Neural Systems • Metagraph Embedding • Model-based Reinforcement Learning • Multilayer neural networks • Neural Network Control Systems • Neurocognitive Processing • Recurrent Neural Networks • spiking neural networks
ISBN-10	3-031-80462-7 / 3031804627
ISBN-13	978-3-031-80462-5 / 9783031804625
Zustand	Neuware