Overview
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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7552)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
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Conference proceedings info: ICANN 2012.
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About this book
The two-volume set LNCS 7552 + 7553 constitutes the proceedings of the 22nd International Conference on Artificial Neural Networks, ICANN 2012, held in Lausanne, Switzerland, in September 2012. The 162 papers included in the proceedings were carefully reviewed and selected from 247 submissions. They are organized in topical sections named: theoretical neural computation; information and optimization; from neurons to neuromorphism; spiking dynamics; from single neurons to networks; complex firing patterns; movement and motion; from sensation to perception; object and face recognition; reinforcement learning; bayesian and echo state networks; recurrent neural networks and reservoir computing; coding architectures; interacting with the brain; swarm intelligence and decision-making; mulitlayer perceptrons and kernel networks; training and learning; inference and recognition; support vector machines; self-organizing maps and clustering; clustering, mining and exploratory analysis; bioinformatics; and time weries and forecasting.
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Keywords
Table of contents (91 papers)
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Front Matter
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Theoretical Neural Computation (A3)
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Information and Optimization (C1)
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From Neurons to Neuromorphism (A1)
Other volumes
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Artificial Neural Networks and Machine Learning – ICANN 2012
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Artificial Neural Networks and Machine Learning – ICANN 2012
Editors and Affiliations
Bibliographic Information
Book Title: Artificial Neural Networks and Machine Learning -- ICANN 2012
Book Subtitle: 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part I
Editors: Alessandro E. P. Villa, Włodzisław Duch, Péter Érdi, Francesco Masulli, Günther Palm
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-642-33269-2
Publisher: Springer Berlin, Heidelberg
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer-Verlag Berlin Heidelberg 2012
Softcover ISBN: 978-3-642-33268-5Published: 13 August 2012
eBook ISBN: 978-3-642-33269-2Published: 19 September 2012
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXVII, 739
Number of Illustrations: 303 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