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Theoretical Computer Science and General Issues

Artificial Neural Networks and Machine Learning -- ICANN 2014

24th International Conference on Artificial Neural Networks, Hamburg, Germany, September 15-19, 2014, Proceedings

Editors: Wermter, S., Weber, C., Duch, W., Honkela, T., Koprinkova-Hristova, P., Magg, S., Palm, G., Villa, A.E.P. (Eds.)

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eBook $89.00
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  • ISBN 978-3-319-11179-7
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Softcover $119.99
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About this book

The book constitutes the proceedings of the 24th International Conference on Artificial Neural Networks, ICANN 2014, held in Hamburg, Germany, in September 2014.
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.

Table of contents (49 chapters)

  • Dynamic Cortex Memory: Enhancing Recurrent Neural Networks for Gradient-Based Sequence Learning

    Otte, Sebastian (et al.)

    Pages 1-8

  • Learning and Recognition of Multiple Fluctuating Temporal Patterns Using S-CTRNN

    Murata, Shingo (et al.)

    Pages 9-16

  • Regularized Recurrent Neural Networks for Data Efficient Dual-Task Learning

    Spieckermann, Sigurd (et al.)

    Pages 17-24

  • On-line Training of ESN and IP Tuning Effect

    Koprinkova-Hristova, Petia

    Pages 25-32

  • An Incremental Approach to Language Acquisition: Thematic Role Assignment with Echo State Networks

    Hinaut, Xavier (et al.)

    Pages 33-40

Buy this book

eBook $89.00
price for USA in USD (gross)
  • ISBN 978-3-319-11179-7
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $119.99
price for USA in USD
  • ISBN 978-3-319-11178-0
  • 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 2014
Book Subtitle
24th International Conference on Artificial Neural Networks, Hamburg, Germany, September 15-19, 2014, Proceedings
Editors
  • Stefan Wermter
  • Cornelius Weber
  • Wlodzislaw Duch
  • Timo Honkela
  • Petia Koprinkova-Hristova
  • Sven Magg
  • Günther Palm
  • Allessandro E.P Villa
Series Title
Theoretical Computer Science and General Issues
Series Volume
8681
Copyright
2014
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-11179-7
DOI
10.1007/978-3-319-11179-7
Softcover ISBN
978-3-319-11178-0
Edition Number
1
Number of Pages
XXV, 852
Number of Illustrations and Tables
338 b/w illustrations
Topics