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Cognitive Technologies

Neural-Symbolic Cognitive Reasoning

Authors: D'Avila Garcez, Artur S., Lamb, Luís C., Gabbay, Dov M.

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  • The first book to offer a self-contained presentation of neural network models for a number of computer science logics, including modal, temporal, and epistemic logics

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eBook 58,84 €
price for Spain (gross)
  • ISBN 978-3-540-73246-4
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Hardcover 83,19 €
price for Spain (gross)
  • ISBN 978-3-540-73245-7
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  • Immediate ebook access, if available*, with your print order
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Softcover 72,79 €
price for Spain (gross)
  • ISBN 978-3-642-09229-9
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  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this Textbook

Humans are often extraordinary at performing practical reasoning. There are cases where the human computer, slow as it is, is faster than any artificial intelligence system. Are we faster because of the way we perceive knowledge as opposed to the way we represent it?

The authors address this question by presenting neural network models that integrate the two most fundamental phenomena of cognition: our ability to learn from experience, and our ability to reason from what has been learned. This book is the first to offer a self-contained presentation of neural network models for a number of computer science logics, including modal, temporal, and epistemic logics. By using a graphical presentation, it explains neural networks through a sound neural-symbolic integration methodology, and it focuses on the benefits of integrating effective robust learning with expressive reasoning capabilities.

The book will be invaluable reading for academic researchers, graduate students, and senior undergraduates in computer science, artificial intelligence, machine learning, cognitive science and engineering. It will also be of interest to computational logicians, and professional specialists on applications of cognitive, hybrid and artificial intelligence systems.

Table of contents (13 chapters)

Table of contents (13 chapters)

Buy this book

eBook 58,84 €
price for Spain (gross)
  • ISBN 978-3-540-73246-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 83,19 €
price for Spain (gross)
  • ISBN 978-3-540-73245-7
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 72,79 €
price for Spain (gross)
  • ISBN 978-3-642-09229-9
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Neural-Symbolic Cognitive Reasoning
Authors
Series Title
Cognitive Technologies
Copyright
2009
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-73246-4
DOI
10.1007/978-3-540-73246-4
Hardcover ISBN
978-3-540-73245-7
Softcover ISBN
978-3-642-09229-9
Series ISSN
1611-2482
Edition Number
1
Number of Pages
XIV, 198
Number of Illustrations
53 b/w illustrations
Topics

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