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Applications of Pulse-Coupled Neural Networks

Authors: Ma, Yide, Zhan, Kun, Wang, Zhaobin

  • Focuses on efficient adaptive pulse coupled neural networks
  • Proposes new spiking cortical models and analysis on their behaviors
  • Offers a comprehensive and systematical introduction to pulse coupled neural networks
  • Includes robust and novel application examples on image processing
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eBook $119.00
price for USA
  • ISBN 978-3-642-13745-7
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Download immediately after purchase
Hardcover $159.00
price for USA
  • ISBN 978-3-642-13744-0
  • Free shipping for individuals worldwide
  • Online orders shipping within 2-3 days.
About this book

"Applications of Pulse-Coupled Neural Networks" explores the fields of image processing, including image filtering, image segmentation, image fusion, image coding, image retrieval, and biometric recognition, and the role of pulse-coupled neural networks in these fields. This book is intended for researchers and graduate students in artificial intelligence, pattern recognition, electronic engineering, and computer science. Prof. Yide Ma conducts research on intelligent information processing, biomedical image processing, and embedded system development at the School of Information Science and Engineering, Lanzhou University, China.

Reviews

From the reviews:

“Pulse-coupled neural networks (PCNNs) are based on the nervous system in the eyes of humans and mammals. The book describes various models of PCNNs, and related image processing algorithms. … This book could serve as a textbook on PCNNs. … Each algorithm features not only the flow of the algorithm, but also a detailed empirical analysis. The book has a very large number of references for researchers.” (Maulik A. Dave, ACM Computing Reviews, August, 2012)


Table of contents (9 chapters)

Buy this book

eBook $119.00
price for USA
  • ISBN 978-3-642-13745-7
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Download immediately after purchase
Hardcover $159.00
price for USA
  • ISBN 978-3-642-13744-0
  • Free shipping for individuals worldwide
  • Online orders shipping within 2-3 days.
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Bibliographic Information

Bibliographic Information
Book Title
Applications of Pulse-Coupled Neural Networks
Authors
Copyright
2010
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
Distribution Rights
Distribution rights in China: Higher Education Press
eBook ISBN
978-3-642-13745-7
DOI
10.1007/978-3-642-13745-7
Hardcover ISBN
978-3-642-13744-0
Edition Number
1
Number of Pages
XI, 199
Additional Information
Jointly published with Higher Education Press
Topics