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 1064)
Included in the following conference series:
Conference proceedings info: NEUROINFORMATICS 2022.
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Table of contents (57 papers)
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Front Matter
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Neuroinformatics and Artificial Intelligence
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Front Matter
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Neural Networks and Cognitive Sciences. Adaptive Behavior and Evolutionary Simulation
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Front Matter
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Other volumes
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Advances in Neural Computation, Machine Learning, and Cognitive Research VI
Keywords
- Recurrent Neural Networks
- Reinforcement Learning Applications
- EEG Pattern Analysis
- Bayesian Neural Network
- Deep Learning Models
- Convolutional Neural Network Architectures
- Neural Networks Applications in Bioimaging
- Image Segmentation with Machine Learning
- Modeling Neural Activity
- Spiking Dynamical Systems
- Neuromorphic Information Processing Systems
- Resistor Arrays
- Denoising Diffusion Models
- Neural Networks Applications in Chatbots
- Perceptron Model
- Neuroinformatics 2022
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 XXIV International Conference on Neuroinformatics, held on October 17–21, 2022, in Moscow, Russia.
Editors and Affiliations
Bibliographic Information
Book Title: Advances in Neural Computation, Machine Learning, and Cognitive Research VI
Book Subtitle: Selected Papers from the XXIV International Conference on Neuroinformatics, October 17-21, 2022, Moscow, Russia
Editors: Boris Kryzhanovsky, Witali Dunin-Barkowski, Vladimir Redko, Yury Tiumentsev
Series Title: Studies in Computational Intelligence
DOI: https://doi.org/10.1007/978-3-031-19032-2
Publisher: Springer Cham
eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023
Hardcover ISBN: 978-3-031-19031-5Published: 19 October 2022
Softcover ISBN: 978-3-031-19034-6Published: 20 October 2023
eBook ISBN: 978-3-031-19032-2Published: 18 October 2022
Series ISSN: 1860-949X
Series E-ISSN: 1860-9503
Edition Number: 1
Number of Pages: XVI, 577
Number of Illustrations: 106 b/w illustrations, 110 illustrations in colour
Topics: Computational Intelligence, Machine Learning, Neurosciences