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

Selected Papers from the XXIII International Conference on Neuroinformatics, October 18-22, 2021, Moscow, Russia

Boris Kryzhanovsky, Witali Dunin-Barkowski, Vladimir Redko, Yury Tiumentsev, Valentin V. Klimov (Herausgeber)

Buch | Softcover

XV, 360 Seiten

2022 | 1st ed. 2022
Springer International Publishing (Verlag)
978-3-030-91583-4 (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 XXIII International Conference on Neuroinformatics, held on October 18-22, 2021, Moscow, Russia.

Erscheinungsdatum	26.11.2022
Reihe/Serie	Studies in Computational Intelligence
Zusatzinfo	XV, 360 p. 145 illus., 70 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	569 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Medizin / Pharmazie ► Physiotherapie / Ergotherapie ► Orthopädie
	Technik ► Elektrotechnik / Energietechnik
Schlagworte	Autonomous Vehicle Control • Biologically-plausible Learning Algorithm • Compartmental Spiking Neuron Model • Convolutional Neural Network Architectures • Deep learning models • EEG Pattern Analysis • Evolutionary Autonomous Agents • Hopfield Neural Network • Human Brain Models • Hybrid Superintelligent System • Image Segmentation with Machine Learning • Multi-Agent Learning • Neural Field Models • Neuroinformatics 2021 • Neuromorphic Information Processing Systems • Socially Intelligent Agents • Speech Perception • Variable Resistor Model
ISBN-10	3-030-91583-2 / 3030915832
ISBN-13	978-3-030-91583-4 / 9783030915834
Zustand	Neuware