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

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.

Product details

• Assisted by: Witali Dunin-Barkowski (Editor), Witali Dunin-Barkowski et al (Editor), Boris Kryzhanovsky (Editor), Vladimir Redko (Editor), Yury Tiumentsev (Editor), Dmitry Yudin (Editor)
• Publisher: Springer, Berlin
• Original title: Advances in Neural Computation, Machine Learning, and Cognitive Research VIII
• Languages: English
• Product format: Hardback
• Released: 24.03.2025
• EAN: 9783031804625
• ISBN: 978-3-0-3180462-5
• No. of pages: 533
• Illustrations: XX, 533 p. 203 illus., 120 illus. in color.
• Series: Studies in Computational Intelligence
• Subjects: Natural sciences, medicine, IT, technology > Technology > General, dictionaries; machine learning, Maschinelles Lernen, Mathematische Modellierung, Computational Intelligence, autonomous agents, recurrent neural networks, deep learning models, Machine Learning Applications in Biology, Multilayer Neural Networks, Spiking Neural Networks, EEG-patterns, Metagraph Embedding, Neural Network Control Systems, Model-based Reinforcement Learning, Adaptive Behavior, Neurocognitive Processing, Mechanisms of Natural Neural Systems