Editors:
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9886)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Conference series link(s): ICANN: International Conference on Artificial Neural Networks
Conference proceedings info: ICANN 2016.
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Table of contents (60 papers)
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Front Matter
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From Neurons to Networks
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Front Matter
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Networks and Dynamics
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Front Matter
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Other Volumes
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Artificial Neural Networks and Machine Learning – ICANN 2016
About this book
The two volume set, LNCS 9886 + 9887, constitutes the proceedings of the 25th International Conference on Artificial Neural Networks, ICANN 2016, held in Barcelona, Spain, in September 2016.
The 121 full papers included in this volume were carefully reviewed and selected from 227 submissions. They were organized in topical sections named: from neurons to networks; networks and dynamics; higher nervous functions; neuronal hardware; learning foundations; deep learning; classifications and forecasting; and recognition and navigation. There are 47 short paper abstracts that are included in the back matter of the volume.
Keywords
- computational complexity
- cryptography
- formal languages
- Research
- automated theory
- bio-embedded electronics
- classification
- computing methodologies
- hardware
- kernel methods
- learning in probabilistic graphical models
- learning linear models
- machine learning algorithms
- network dynamics
- network structure
- networks
- neural networks
- regression trees
- theory of computation
- algorithm analysis and problem complexity
Editors and Affiliations
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University of Lausanne, Lausanne, Switzerland
Alessandro E.P. Villa, Paolo Masulli
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Universitat Politécnica de Catalunya, Terrrassa, Spain
Antonio Javier Pons Rivero
Bibliographic Information
Book Title: Artificial Neural Networks and Machine Learning – ICANN 2016
Book Subtitle: 25th International Conference on Artificial Neural Networks, Barcelona, Spain, September 6-9, 2016, Proceedings, Part I
Editors: Alessandro E.P. Villa, Paolo Masulli, Antonio Javier Pons Rivero
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-44778-0
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2016
Softcover ISBN: 978-3-319-44777-3Published: 13 August 2016
eBook ISBN: 978-3-319-44778-0Published: 26 August 2016
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXIX, 567
Number of Illustrations: 195 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