365285

9780805812589

Backpropagation Theory, Architectures, and Applications

Backpropagation Theory, Architectures, and Applications
$173.62
$3.95 Shipping
  • Condition: New
  • Provider: LightningBooks Contact
  • Provider Rating:
    85%
  • Ships From: Multiple Locations
  • Shipping: Standard, Expedited (tracking available)
  • Comments: Fast shipping! All orders include delivery confirmation.

seal  

Ask the provider about this item.

Most renters respond to questions in 48 hours or less.
The response will be emailed to you.
Cancel
  • ISBN-13: 9780805812589
  • ISBN: 080581258X
  • Publisher: Erlbaum Associates, Incorporated, Lawrence

AUTHOR

Chauvin, Yves, Rumelhart, David E.

SUMMARY

Composed of three sections, this book presents the most popular training algorithm for neural networks: backpropagation. The first section presents the theory and principles behind backpropagation as seen from different perspectives such as statistics, machine learning, and dynamical systems. The second presents a number of network architectures that may be designed to match the general concepts of Parallel Distributed Processing with backpropagation learning. Finally, the third section shows how these principles can be applied to a number of different fields related to the cognitive sciences, including control, speech recognition, robotics, image processing, and cognitive psychology. The volume is designed to provide both a solid theoretical foundation and a set of examples that show the versatility of the concepts. Useful to experts in the field, it should also be most helpful to students seeking to understand the basic principles of connectionist learning and to engineers wanting to add neural networks in general -- and backpropagation in particular -- to their set of problem-solving methods.Chauvin, Yves is the author of 'Backpropagation Theory, Architectures, and Applications' with ISBN 9780805812589 and ISBN 080581258X.

[read more]

Questions about purchases?

You can find lots of answers to common customer questions in our FAQs

View a detailed breakdown of our shipping prices

Learn about our return policy

Still need help? Feel free to contact us

View college textbooks by subject
and top textbooks for college

The ValoreBooks Guarantee

The ValoreBooks Guarantee

With our dedicated customer support team, you can rest easy knowing that we're doing everything we can to save you time, money, and stress.