Theoretical Computer Science and General Issues

Neural Information Processing

26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12–15, 2019, Proceedings, Part I

Editors: Gedeon, Tom, Wong, Kok Wai, Lee, Minho (Eds.)

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About this book

The three-volume set of LNCS 11953, 11954, and 11955 constitutes the proceedings of the 26th International Conference on Neural Information Processing, ICONIP 2019, held in Sydney, Australia, in December 2019.

The 173 full papers presented were carefully reviewed and selected from 645 submissions. The papers address the emerging topics of theoretical research, empirical studies, and applications of neural information processing techniques across different domains. The first volume, LNCS 11953, is organized in topical sections on adversarial networks and learning; convolutional neural networks; deep neural networks; feature learning and representation; human centred computing; human centred computing and medicine; hybrid models; and artificial intelligence and cybersecurity.


Table of contents (63 chapters)

Table of contents (63 chapters)
  • FH-GAN: Face Hallucination and Recognition Using Generative Adversarial Network

    Pages 3-15

    Bayramli, Bayram (et al.)

  • Adversarial Learning for Cross-Modal Retrieval with Wasserstein Distance

    Pages 16-29

    Cheng, Qingrong (et al.)

  • Reducing the Subject Variability of EEG Signals with Adversarial Domain Generalization

    Pages 30-42

    Ma, Bo-Qun (et al.)

  • Multi-view Image Generation by Cycle CVAE-GAN Networks

    Pages 43-54

    Lai, Zhichen (et al.)

  • B-DCGAN: Evaluation of Binarized DCGAN for FPGA

    Pages 55-64

    Terada, Hideo (et al.)

Buy this book

eBook $89.00
price for USA (gross)
  • ISBN 978-3-030-36708-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $119.99
price for USA
  • ISBN 978-3-030-36707-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.

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Bibliographic Information

Bibliographic Information
Book Title
Neural Information Processing
Book Subtitle
26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12–15, 2019, Proceedings, Part I
Editors
  • Tom Gedeon
  • Kok Wai Wong
  • Minho Lee
Series Title
Theoretical Computer Science and General Issues
Series Volume
11953
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-36708-4
DOI
10.1007/978-3-030-36708-4
Softcover ISBN
978-3-030-36707-7
Edition Number
1
Number of Pages
XXII, 781
Number of Illustrations
84 b/w illustrations, 234 illustrations in colour
Topics