home page
people
research
publications
seminars
travel
search
UCL
Gatsby Computational Neuroscience Unit
Alexandra House . 17 Queen Square . LONDON . WC1N 3AR . U.K.
Tel +44 (0) 20 7679 1176 . Fax +44 (0) 20 7679 1173 . admin@gatsby.ucl.ac.uk
Geoffrey E. Hinton's Publications
Representation in Neural Networks
Online versions [if available] can be found in my chronological publications
- Hinton, G. E. (1981)
Implementing semantic networks in parallel hardware.
In Hinton, G. E. and Anderson, J. A., editors, Parallel Models of Associative Memory, Erlbaum, Hillsdale, NJ.
- Touretzky, D. S. and Hinton, G. E. (1985)
Symbols among the neurons: Details of a connectionist inference architecture.
Proceedings of the Ninth International Joint Conference on Artificial Intelligence, Los Angeles.
- Hinton, G. E., McClelland, J. L., and Rumelhart, D. E. (1986)
Distributed representations.
In Rumelhart, D. E. and McClelland, J. L., editors, Parallel Distributed Processing: Explorations in the Microstructure of Cognition. Volume 1: Foundations, MIT Press, Cambridge, MA.
- Rumelhart, D. E., Smolensky, P., McClelland, J. L., and Hinton, G. E. (1986)
Parallel distributed models of schemata and sequential thought processes.
In McClelland, J. L. and Rumelhart, D. E., editors, Parallel Distributed Processing: Explorations in the Microstructure of Cognition.
- Touretzky, D. S. and Hinton, G. E. (1988)
A distributed connectionist production system.
Cognitive Science, 12, 423-466.
- Hinton, G. E. (1990)
Mapping part-whole hierarchies into connectionist networks.
Artificial Intelligence, 46, 47-75.
- Paccanaro, A. and Hinton, G.E (2000)
Extracting Distributed Representations of Concepts and Relations from Positive and Negative Propositions.
To appear in the Proceedings of the International Joint Conference on Neural Networks, IJCNN 2000