Advances in Neural Computation, Machine Learning, and Cognitive Research - Selected Papers from the XIX International Conference on Neuroinformatics, October 2-6, 2017, Moscow, Russia

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.

Summary

Includes selected papers from the XIX International Conference on Neuroinformatics, held on October 2–6, 2017, in Moscow, Russia
Reports on both the theory and applications of artificial neural networks
Presents topics ranging from advances in machine learning to evolutionary programming and neuroimaging/neurobiology

Offers a multidisciplinary perspective on neuroinformatics

Product details

• Assisted by: Wital Dunin-Barkowski (Editor), Witali Dunin-Barkowski (Editor), Boris Kryzhanovsky (Editor), Vladimir Redko (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 01.01.2018
• EAN: 9783319882833
• ISBN: 978-3-31-988283-3
• No. of pages: 199
• Dimensions: 155 mm x 11 mm x 235 mm
• Weight: 336 g
• Illustrations: XV, 199 p. 60 illus.
• Series: Studies in Computational Intelligence
• Subjects: Natural sciences, medicine, IT, technology > Technology > General, dictionaries; Biophysik, C, Artificial Intelligence, DV-gestützte Biologie/Bioinformatik, Computermodellierung und -simulation, computer science, bioinformatics, engineering, Life sciences: general issues, Medical physics, Biophysics, Information technology: general issues, Biological physics, Biological and Medical Physics, Biophysics, Computational Intelligence, Computer simulation, Computer modelling & simulation, Simulation and Modeling, Computational and Systems Biology, Computational Biology/Bioinformatics, Computer Modelling