Advances in Neural Computation, Machine Learning, and Cognitive Research

Selected Papers from the XIX International Conference on Neuroinformatics, October 2-6, 2017, Moscow, Russia

Boris Kryzhanovsky, Witali Dunin-Barkowski, Vladimir Redko (Herausgeber)

Buch | Hardcover

XV, 199 Seiten

2017 | 1st ed. 2018
Springer International Publishing (Verlag)
9783319666037 (ISBN)

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This book describes new theories and applications of artificial neural networks, with a special focus on neural computation, cognitive science and machine learning. It discusses cutting-edge research at the intersection between different fields, from topics such as cognition and behavior, motivation and emotions, to neurocomputing, deep learning, classification and clustering. Further topics include signal processing methods, robotics and neurobionics, and computer vision alike. The book includes selected papers from the XIX International Conference on Neuroinformatics, held on October 2-6, 2017, in Moscow, Russia.

Erscheinungsdatum	30.08.2017
Reihe/Serie	Studies in Computational Intelligence
Zusatzinfo	XV, 199 p. 60 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	483 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Themenwelt	Technik
Schlagworte	3D graphics & modelling • 3D graphics & modelling • Adaptive Algorithms • Artificial Intelligence • artificial intelligence (incl. robotics) • Bayesian networks • Biological and Medical Physics, Biophysics • Biomedical Signal Processing • Biophysics • Brain Reverse Engineering • cellular mechanisms • Cognition and Behavior • Computational Biology/Bioinformatics • Computational Intelligence • deep learning networks • Engineering • Engineering: general • generative models • Information technology: general issues • Kernel Methods • learning and memory • Life sciences: general issues • medical physics • Memristor Based Neural Networks • Modeling Dynamical Systems • Modeling of Cognitive Evolution • motivation and emotion • Neural Excitability • Random Neural Networks • Robotics • Simulation and modeling
ISBN-13	9783319666037 / 9783319666037
Zustand	Neuware