Neural-Symbolic Cognitive Reasoning (Cognitive Technologies) (by Artur S. D'Avila Garcez, Luís C. Lamb, Dov M. Gabbay)


Author(s): Artur S. D'Avila Garcez, Luís C. Lamb, Dov M. Gabbay

Publisher: Springer
Publish date: 2008-10-22
ISBN-10: 3540732454
ISBN-13: 9783540732457
Language: English
Description:
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… more…

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