Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8681)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Included in the following conference series:
Conference proceedings info: ICANN 2014.
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Table of contents (105 papers)
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Recurrent Networks
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Echo State Networks
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Trees and Graphs
Other volumes
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Artificial Neural Networks and Machine Learning – ICANN 2014
Keywords
- computational neuroscience
- distributed computation
- dynamical systems
- ensemble methods
- evolving systems
- machine learning
- neural networks
- parallel distributed system
- particle swarm optimization
- reinforcement learning
- robust pattern recognition
- self-organizing maps
- speech recognition
- support vector machines
- swarm intelligence
- turing machines
- unsupervised learning
- algorithm analysis and problem complexity
About this book
The 107 papers included in the proceedings were carefully reviewed and selected from 173 submissions. The focus of the papers is on following topics: recurrent networks; competitive learning and self-organisation; clustering and classification; trees and graphs; human-machine interaction; deep networks; theory; reinforcement learning and action; vision; supervised learning; dynamical models and time series; neuroscience; and applications.
Editors and Affiliations
Bibliographic Information
Book Title: Artificial Neural Networks and Machine Learning -- ICANN 2014
Book Subtitle: 24th International Conference on Artificial Neural Networks, Hamburg, Germany, September 15-19, 2014, Proceedings
Editors: Stefan Wermter, Cornelius Weber, Włodzisław Duch, Timo Honkela, Petia Koprinkova-Hristova, Sven Magg, Günther Palm, … Alessandro E. P. Villa
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-11179-7
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2014
Softcover ISBN: 978-3-319-11178-0Published: 22 September 2014
eBook ISBN: 978-3-319-11179-7Published: 18 August 2014
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXV, 852
Number of Illustrations: 338 b/w illustrations
Topics: Artificial Intelligence, Computation by Abstract Devices, Algorithm Analysis and Problem Complexity, Pattern Recognition, Information Systems Applications (incl. Internet), Image Processing and Computer Vision