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Relational Learning in Neural Networks.
- Source :
- Neural-symbolic Cognitive Reasoning; 2009, p127-141, 15p
- Publication Year :
- 2009
-
Abstract
- Neural networks have been very successful as robust, massively parallel learning systems [125]. On the other hand, they have been severely criticised as being essentially propositional. In [176], John McCarthy argued that neural networks use unary predicates only, and that the concepts they compute are ground instances of these predicates. Thus, he claimed, neural networks could not produce concept descriptions, only discriminations. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISBNs :
- 9783540732457
- Database :
- Complementary Index
- Journal :
- Neural-symbolic Cognitive Reasoning
- Publication Type :
- Book
- Accession number :
- 76753038
- Full Text :
- https://doi.org/10.1007/978-3-540-73246-4_10