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Theoretical Computer Science and General Issues

Artificial Neural Networks and Machine Learning – ICANN 2019: Workshop and Special Sessions

28th International Conference on Artificial Neural Networks, Munich, Germany, September 17–19, 2019, Proceedings

Editors: Tetko, I., Kůrková, V., Karpov, P., Theis, F. (Eds.)

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  • ISBN 978-3-030-30493-5
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Softcover $109.99
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About this book

The proceedings set LNCS 11727, 11728, 11729, 11730, and 11731 constitute the proceedings of the 28th International Conference on Artificial Neural Networks, ICANN 2019, held in Munich, Germany, in September 2019. The total of 277 full papers and 43 short papers presented in these proceedings was carefully reviewed and selected from 494 submissions. They were organized in 5 volumes focusing on theoretical neural computation; deep learning; image processing; text and time series; and workshop and special sessions. 

Table of contents (79 chapters)

Table of contents (79 chapters)
  • A Reservoir Computing Framework for Continuous Gesture Recognition

    Pages 7-18

    Tietz, Stephan (et al.)

  • Using Conceptors to Transfer Between Long-Term and Short-Term Memory

    Pages 19-23

    Strock, Anthony (et al.)

  • Bistable Perception in Conceptor Networks

    Pages 24-34

    Meyer zu Driehausen, Felix (et al.)

  • Continual Learning Exploiting Structure of Fractal Reservoir Computing

    Pages 35-47

    Kobayashi, Taisuke (et al.)

  • Continuous Blood Pressure Estimation Through Optimized Echo State Networks

    Pages 48-61

    Franco, Giuseppe (et al.)

Buy this book

eBook $84.99
price for USA in USD (gross)
  • ISBN 978-3-030-30493-5
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $109.99
price for USA in USD
  • ISBN 978-3-030-30492-8
  • 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 2019: Workshop and Special Sessions
Book Subtitle
28th International Conference on Artificial Neural Networks, Munich, Germany, September 17–19, 2019, Proceedings
Editors
  • Igor Tetko
  • Věra Kůrková
  • Pavel Karpov
  • Fabian Theis
Series Title
Theoretical Computer Science and General Issues
Series Volume
11731
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-30493-5
DOI
10.1007/978-3-030-30493-5
Softcover ISBN
978-3-030-30492-8
Edition Number
1
Number of Pages
XXXII, 852
Number of Illustrations
84 b/w illustrations, 211 illustrations in colour
Topics