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Theoretical Computer Science and General Issues

Neural Information Processing. Theory and Algorithms

17th International Conference, ICONIP 2010, Sydney, Australia, November 21-25, 2010, Proceedings, Part I

Editors: Wong, Kevin K.W., Mendis, B. Sumudu U., Bouzerdoum, Abdesselam (Eds.)

  • -

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eBook $119.00
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  • ISBN 978-3-642-17537-4
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Softcover $159.00
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  • ISBN 978-3-642-17536-7
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About this book

The two volume set LNCS 6443 and LNCS 6444 constitutes the proceedings of the 17th International Conference on Neural Information Processing, ICONIP 2010, held in Sydney, Australia, in November 2010. The 146 regular session papers presented were carefully reviewed and selected from 470 submissions. The papers of part I are organized in topical sections on neurodynamics, computational neuroscience and cognitive science, data and text processing, adaptive algorithms, bio-inspired algorithms, and hierarchical methods. The second volume is structured in topical sections on brain computer interface, kernel methods, computational advance in bioinformatics, self-organizing maps and their applications, machine learning applications to image analysis, and applications.

Table of contents (85 chapters)

  • Bayesian Interpretation of Border-Ownership Signals in Early Visual Cortex

    Hosoya, Haruo

    Pages 1-8

  • A Computational Model That Enables Global Amodal Completion Based on V4 Neurons

    Sakamoto, Kazuhiro (et al.)

    Pages 9-16

  • Quantitative Modeling of Neuronal Dynamics in C. elegans

    Kuramochi, Masahiro (et al.)

    Pages 17-24

  • Human Localization by Fuzzy Spiking Neural Network Based on Informationally Structured Space

    Tang, Dalai (et al.)

    Pages 25-32

  • Computational Model of the Cerebral Cortex That Performs Sparse Coding Using a Bayesian Network and Self-Organizing Maps

    Ichisugi, Yuuji (et al.)

    Pages 33-40

Buy this book

eBook $119.00
price for USA
  • ISBN 978-3-642-17537-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $159.00
price for USA
  • ISBN 978-3-642-17536-7
  • Free shipping for individuals worldwide
  • Online orders shipping within 2-3 days.
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Bibliographic Information

Bibliographic Information
Book Title
Neural Information Processing. Theory and Algorithms
Book Subtitle
17th International Conference, ICONIP 2010, Sydney, Australia, November 21-25, 2010, Proceedings, Part I
Editors
  • Kevin K.W. Wong
  • B. Sumudu U. Mendis
  • Abdesselam Bouzerdoum
Series Title
Theoretical Computer Science and General Issues
Series Volume
6443
Copyright
2010
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer Berlin Heidelberg
eBook ISBN
978-3-642-17537-4
DOI
10.1007/978-3-642-17537-4
Softcover ISBN
978-3-642-17536-7
Edition Number
1
Number of Pages
XXVI, 718
Number of Illustrations and Tables
145 b/w illustrations, 143 illustrations in colour
Topics