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Methods in Molecular Biology

Artificial Neural Networks

Methods and Applications

Editors: Livingstone, David J. (Ed.)

  • Serves as a detailed, easy-to-use guide to the application of artificial neural networks
  • Includes methods involving the mapping and interpretation of Infra Red spectra and modelling environmental toxicology
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eBook $109.00
price for USA in USD (gross)
  • ISBN 978-1-60327-101-1
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $149.99
price for USA in USD
  • ISBN 978-1-58829-718-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $149.00
price for USA in USD
  • ISBN 978-1-61737-738-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

As an extension of artificial intelligence research, artificial neural networks (ANN) aim to simulate intelligent behavior by mimicking the way that biological neural networks function.  In Artificial Neural Networks, an international panel of experts report the history of the application of ANN to chemical and biological problems, provide a guide to network architectures, training and the extraction of rules from trained networks, and cover many cutting-edge examples of the application of ANN to chemistry and biology.  In the tradition of the highly successful Methods in Molecular Biology™ series, this volume exhibits clear, easy-to-use information with many step-by-step laboratory protocols.

Comprehensive and state-of-the-art, Artificial Neural Networks is an excellent guide to this accelerating technological field of study.

Table of contents (12 chapters)

  • Artificial Neural Networks in Biology and Chemistry—The Evolution of a New Analytical Tool

    Cartwright, Hugh M., B.Sc, PhD

    Pages 1-13

  • Overview of Artificial Neural Networks

    Zou, Jinming, PhD (et al.)

    Pages 14-22

  • Bayesian Regularization of Neural Networks

    Burden, Frank, BSc(Hons), PhD, MRACI (et al.)

    Pages 23-42

  • Kohonen and Counterpropagation Neural Networks Applied for Mapping and Interpretation of IR Spectra

    Novic, Marjana

    Pages 43-58

  • Artificial Neural Network Modeling in Environmental Toxicology

    Devillers, James

    Pages 59-77

Buy this book

eBook $109.00
price for USA in USD (gross)
  • ISBN 978-1-60327-101-1
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $149.99
price for USA in USD
  • ISBN 978-1-58829-718-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $149.00
price for USA in USD
  • ISBN 978-1-61737-738-9
  • 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
Book Subtitle
Methods and Applications
Editors
  • David J. Livingstone
Series Title
Methods in Molecular Biology
Series Volume
458
Copyright
2009
Publisher
Humana Press
Copyright Holder
Humana Press
eBook ISBN
978-1-60327-101-1
DOI
10.1007/978-1-60327-101-1
Hardcover ISBN
978-1-58829-718-1
Softcover ISBN
978-1-61737-738-9
Series ISSN
1064-3745
Edition Number
1
Number of Pages
X, 254
Number of Illustrations
74 b/w illustrations
Topics