Theoretical Computer Science and General Issues

Artificial Neural Networks and Machine Learning -- ICANN 2012

22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part I

Editors: Villa, A., Duch, W., Érdi, P., Masulli, F., Palm, G. (Eds.)

  • Up-to-date results Fast-track conference proceedings State-of-the-art research

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  • ISBN 978-3-642-33269-2
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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.

Table of contents (91 chapters)

  • Temporal Patterns in Artificial Reaction Networks

    Gerrard, Claire (et al.)

    Pages 1-8

  • Properties of the Hopfield Model with Weighted Patterns

    Karandashev, Iakov (et al.)

    Pages 9-16

  • Dynamics and Oscillations of GHNNs with Time-Varying Delay

    Chérif, Farouk

    Pages 17-24

  • A Dynamic Field Architecture for the Generation of Hierarchically Organized Sequences

    Durán, Boris (et al.)

    Pages 25-32

  • Stochastic Techniques in Influence Diagrams for Learning Bayesian Network Structure

    Matuszak, Michal (et al.)

    Pages 33-40

Buy this book

eBook $99.00
price for USA (gross)
  • ISBN 978-3-642-33269-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $131.00
price for USA
  • ISBN 978-3-642-33268-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

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 Villa
  • Wlodzislaw Duch
  • Péter Érdi
  • Francesco Masulli
  • Günther Palm
Series Title
Theoretical Computer Science and General Issues
Series Volume
7552
Copyright
2012
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-33269-2
DOI
10.1007/978-3-642-33269-2
Softcover ISBN
978-3-642-33268-5
Edition Number
1
Number of Pages
XXVII, 739
Number of Illustrations and Tables
303 b/w illustrations
Topics