Theoretical Computer Science and General Issues

Artificial Neural Networks and Machine Learning - ICANN 2011

21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings, Part I

Editors: Honkela, T., Duch, W., Girolami, M., Kaski, S. (Eds.)

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About this book

This two volume set (LNCS 6791 and LNCS 6792) constitutes the refereed proceedings of the 21th International Conference on Artificial Neural Networks, ICANN 2011, held in Espoo, Finland, in June 2011. The 106 revised full or poster papers presented were carefully reviewed and selected from numerous submissions. ICANN 2011 had two basic tracks: brain-inspired computing and machine learning research, with strong cross-disciplinary interactions and applications.

Table of contents (47 chapters)

  • Transformation Equivariant Boltzmann Machines

    Kivinen, Jyri J. (et al.)

    Pages 1-9

  • Improved Learning of Gaussian-Bernoulli Restricted Boltzmann Machines

    Cho, KyungHyun (et al.)

    Pages 10-17

  • A Hierarchical Generative Model of Recurrent Object-Based Attention in the Visual Cortex

    Reichert, David P. (et al.)

    Pages 18-25

  • ℓ1-Penalized Linear Mixed-Effects Models for BCI

    Fazli, Siamac (et al.)

    Pages 26-35

  • Slow Feature Analysis - A Tool for Extraction of Discriminating Event-Related Potentials in Brain-Computer Interfaces

    Dähne, Sven (et al.)

    Pages 36-43

Buy this book

eBook $79.99
price for USA (gross)
  • ISBN 978-3-642-21735-7
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $109.00
price for USA
  • ISBN 978-3-642-21734-0
  • 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 2011
Book Subtitle
21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings, Part I
Editors
  • Timo Honkela
  • Włodzisław Duch
  • Mark Girolami
  • Samuel Kaski
Series Title
Theoretical Computer Science and General Issues
Series Volume
6791
Copyright
2011
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag GmbH Berlin Heidelberg
eBook ISBN
978-3-642-21735-7
DOI
10.1007/978-3-642-21735-7
Softcover ISBN
978-3-642-21734-0
Edition Number
1
Number of Pages
XXI, 390
Topics