Studies in Fuzziness and Soft Computing

Neural Information Processing: Research and Development

Editors: Rajapakse, Jagath Chandana, Wang, Lipo (Eds.)

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About this book

This monograph presents a careful collection of recent research and developments in the field of neural information processing. This includes investigations in the functioning and engineering of biological neural networks and applications of artificial neural networks for solving real-world problems. The book is organized in three parts, architectures, learning algorithms and applications, with a variety of different examples and case studies from different fields such as the visual system, object detection, financial time series prediction, the auditory cortex, and robot manipulator control.

Table of contents (25 chapters)

Table of contents (25 chapters)
  • Scale Independence in the Visual System

    Pages 1-18

    Muresan, Raul C.

  • Dynamic Neuronal Information Processing of Vowel Sounds in Auditory Cortex

    Pages 19-38

    Hoshino, Osamu (et al.)

  • Convolutional Spiking Neural Network for Robust Object Detection with Population Code Using Structured Pulse Packets

    Pages 39-55

    Matsugu, Masakazu (et al.)

  • Networks constructed of neuroid elements capable of temporal summation of signals

    Pages 56-76

    Kharlamov, Alexander A. (et al.)

  • Predictive synchrony organized by spike-based Hebbian learning with time-representing synfire activities

    Pages 77-93

    Kitano, Katsunori (et al.)

Buy this book

eBook n/a
  • ISBN 978-3-540-39935-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
Hardcover n/a
  • ISBN 978-3-540-21123-5
  • Free shipping for individuals worldwide
Softcover n/a
  • ISBN 978-3-642-53564-2
  • Free shipping for individuals worldwide
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Bibliographic Information

Bibliographic Information
Book Title
Neural Information Processing: Research and Development
Editors
  • Jagath Chandana Rajapakse
  • Lipo Wang
Series Title
Studies in Fuzziness and Soft Computing
Series Volume
152
Copyright
2004
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-39935-3
DOI
10.1007/978-3-540-39935-3
Hardcover ISBN
978-3-540-21123-5
Softcover ISBN
978-3-642-53564-2
Series ISSN
1434-9922
Edition Number
1
Number of Pages
IX, 478
Topics