Skip to main content
SpringerLink
Log in
Book cover

Complex-Valued Neural Networks

  • Book
  • © 2006

Overview

Authors:
  1. Akira Hirose

    1. Department of Electronic Engineering, The University of Tokyo, Bunkyo-ku, Japan

    View author publications

    You can also search for this author in PubMed   Google Scholar

  • First monograph ever on complex-valued neural networks
  • Includes supplementary material: sn.pub/extras

Part of the book series: Studies in Computational Intelligence (SCI, volume 32)

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 149.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 189.00
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (11 chapters)

  1. Front Matter

    Pages I-XV
    Download chapter PDF

  2. Basic Ideas and Fundamentals: Why are complex-valued neural networks inevitable?

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Complex-valued neural networks fertilize electronics

      Pages 3-8

    3. Neural networks: The characteristic viewpoints

      Pages 9-15

    4. Complex-valued neural networks: Distinctive features

      Pages 17-41

    5. Constructions and dynamics of neural networks

      Pages 43-85

  4. Back Matter

    Pages 163-176
    Download chapter PDF
Back to top

Keywords

About this book

The original Japanese edition of this book, published by Saiensu-sha, Japan, in March 2005, has fortunately acquired a favorable reputation. I am grateful to the readers for their kind feedbacks, many of which are included in this edition. I hope this English publication attracts readers in wider areas, and evokes valuable feedbacks furthermore. In the months after the Japanese publication, researches on the compl- valued neural networks have kept evolution in respective directions. There are some plans of special sessions in international conferences and special issues in journals. The bibliography has been slightly modi?ed to include the special sessions and latest journal publications. On the other hand, references written in Japanese on domestic circumstances have been omitted. Besides, Fig.1.1 has been added, and Fig.2.1 has been modi?ed, which are related to theSpecial Issue on Complex-Valued Neural Networks, The Journal of the IEICE, 87 (6), June 2004 (in Japanese), so that even readers not having glancedtheissuecanobtainclearconcepts.Withthesemodi?cations,Iexpect a higher appeal in this English edition. I am very much obliged to Dr. Thomas Ditzinger, Engineering Editor, Springer-Verlag, for his continuous help in publication. Tokyo, Japan Akira Hirose April 2006 Preface The studies on complex-valued neural networks have recently been evolving in various directions. The pioneering areas include electromagnetic-wave and lightwave sensing and imaging, independent component analysis in blind s- aration, blur restoration in image processing, and so on. Developing appli- tionsinvolveadaptivequantumdevices,quantumcomputation,socialsystems related to periodicity and oscillation, and so forth.

Authors and Affiliations

  • Department of Electronic Engineering, The University of Tokyo, Bunkyo-ku, Japan

    Akira Hirose

Bibliographic Information

  • Book Title: Complex-Valued Neural Networks

  • Authors: Akira Hirose

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-540-33457-6

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer-Verlag Berlin Heidelberg 2006

  • Softcover ISBN: 978-3-642-07007-5Published: 22 November 2010

  • eBook ISBN: 978-3-540-33457-6Published: 11 January 2007

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: XVI, 176

  • Number of Illustrations: 67 b/w illustrations, 3 illustrations in colour

  • Additional Information: Original Japanese Edition published by Saiensu-sha Co., Ltd., Tokyo, 2005

  • Topics: Theory of Computation, Mathematical and Computational Engineering, Artificial Intelligence

Publish with us

Policies and ethics

Back to top

Search

Navigation