Theoretical Computer Science and General Issues

Artificial Neural Networks and Machine Learning – ICANN 2017

26th International Conference on Artificial Neural Networks, Alghero, Italy, September 11-14, 2017, Proceedings, Part II

Editors: Lintas, A., Rovetta, S., Verschure, P.F.M.J., Villa, A.E.P. (Eds.)

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eBook $109.00
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  • ISBN 978-3-319-68612-7
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Softcover $139.99
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About this book

The two volume set, LNCS 10613 and 10614, constitutes the proceedings of then 26th International Conference on Artificial Neural Networks, ICANN 2017, held in Alghero, Italy, in September 2017.

 

The 128 full papers included in this volume were carefully reviewed and selected from 270 submissions. They were organized in topical sections named: From Perception to Action; From Neurons to Networks; Brain Imaging; Recurrent Neural Networks; Neuromorphic Hardware; Brain Topology and Dynamics; Neural Networks Meet Natural and Environmental Sciences; Convolutional Neural Networks; Games and Strategy; Representation and Classification; Clustering; Learning from Data Streams and Time Series; Image Processing and Medical Applications; Advances in Machine Learning.
There are 63 short paper abstracts that are included in the back matter of the volume.

Table of contents (44 chapters)

  • Spiking Convolutional Deep Belief Networks

    Kaiser, Jacques (et al.)

    Pages 3-11

  • Convolutional Neural Network for Pixel-Wise Skyline Detection

    Frajberg, Darian (et al.)

    Pages 12-20

  • 1D-FALCON: Accelerating Deep Convolutional Neural Network Inference by Co-optimization of Models and Underlying Arithmetic Implementation

    Maji, Partha (et al.)

    Pages 21-29

  • Shortcut Convolutional Neural Networks for Classification of Gender and Texture

    Zhang, Ting (et al.)

    Pages 30-39

  • Word Embedding Dropout and Variable-Length Convolution Window in Convolutional Neural Network for Sentiment Classification

    Sun, Shangdi (et al.)

    Pages 40-48

Buy this book

eBook $109.00
price for USA in USD (gross)
  • ISBN 978-3-319-68612-7
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $139.99
price for USA in USD
  • ISBN 978-3-319-68611-0
  • 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 2017
Book Subtitle
26th International Conference on Artificial Neural Networks, Alghero, Italy, September 11-14, 2017, Proceedings, Part II
Editors
  • Alessandra Lintas
  • Stefano Rovetta
  • Paul F.M.J. Verschure
  • Alessandro E.P. Villa
Series Title
Theoretical Computer Science and General Issues
Series Volume
10614
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-68612-7
DOI
10.1007/978-3-319-68612-7
Softcover ISBN
978-3-319-68611-0
Edition Number
1
Number of Pages
XXXI, 801
Number of Illustrations and Tables
200 b/w illustrations
Topics