Overview
- Reports on advanced theories and applications of artificial neural networks
- Focuses on problems in neuroscience, systems biophysics, cognitive research and adaptive control
- Merges topics in neurobiology, machine learning and evolutionary programming
Part of the book series: Studies in Computational Intelligence (SCI, volume 856)
Included in the following conference series:
Conference proceedings info: NEUROINFORMATICS 2019.
Access this book
Tax calculation will be finalised at checkout
Other ways to access
Table of contents (50 papers)
-
Artificial Intelligence
-
Cognitive Sciences and Brain-Computer Interface, Adaptive Behavior and Evolutionary Simulation
Other volumes
-
Advances in Neural Computation, Machine Learning, and Cognitive Research III
Keywords
- 3D Object Reconstruction
- Application of Tensor Train Neural Networks
- Control and Monitoring of Operator Performance
- Recurrent Analysis of EEG Patterns
- Fatigue Control Models
- Attention Recognition
- Algorithms for Eye Detection
- Autonomous Agent in Economy
- Analysis of Avoidance Behavior
- Grasping Control
- Neural Networks for Video Surveillance System
- Convolutional Recurrent Spiking Neural Networks
- Deep Learning for Image Recognition
- Facial Expression Recognition
- Automated Species Identification
- Multi-parameter Inverse Problems
- Functional Connectivity Methods
- Neuroinformatics 2019
About this book
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 XXI International Conference on Neuroinformatics, held on October 7-11, 2019, in Dolgoprudny, a town in Moscow region, Russia.
Editors and Affiliations
Bibliographic Information
Book Title: Advances in Neural Computation, Machine Learning, and Cognitive Research III
Book Subtitle: Selected Papers from the XXI International Conference on Neuroinformatics, October 7-11, 2019, Dolgoprudny, Moscow Region, Russia
Editors: Boris Kryzhanovsky, Witali Dunin-Barkowski, Vladimir Redko, Yury Tiumentsev
Series Title: Studies in Computational Intelligence
DOI: https://doi.org/10.1007/978-3-030-30425-6
Publisher: Springer Cham
eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Hardcover ISBN: 978-3-030-30424-9Published: 05 September 2019
Softcover ISBN: 978-3-030-30427-0Published: 05 September 2020
eBook ISBN: 978-3-030-30425-6Published: 03 September 2019
Series ISSN: 1860-949X
Series E-ISSN: 1860-9503
Edition Number: 1
Number of Pages: XVII, 428
Number of Illustrations: 90 b/w illustrations, 120 illustrations in colour
Topics: Computational Intelligence, Image Processing and Computer Vision, Robotics and Automation, Artificial Intelligence, Computational Biology/Bioinformatics