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Hinton, Geoffrey E.

Overview
Works: 44 works in 123 publications in 2 languages and 2,812 library holdings
Genres: Conference proceedings 
Roles: Editor
Classifications: QP408, 612.82
Publication Timeline
Key
Publications about Geoffrey E Hinton
Publications by Geoffrey E Hinton
Most widely held works about Geoffrey E Hinton
 
Most widely held works by Geoffrey E Hinton
Unsupervised learning foundations of neural computation by G Hinton( file )
10 editions published between 1998 and 1999 in English and held by 1,461 libraries worldwide
This volume, on unsupervised learning algorithms, focuses on neural network learning algorithms that do not require an explicit teacher. The goal of unsupervised learning is to extract an efficient internal representation of the statistical structure implicit in the inputs. These algorithms provide insights into the development of the cerebral cortex and implicit learning in humans. They are also of interest to engineers working in areas such as computer vision and speech recognition who seek efficient representations of raw input data
Parallel models of associative memory ( Book )
29 editions published between 1981 and 2014 in English and held by 857 libraries worldwide
Connectionist symbol processing by Geoffrey E Hinton( Book )
16 editions published between 1989 and 1991 in English and Undetermined and held by 199 libraries worldwide
Proceedings of the 1988 Connectionist Models Summer School by Connectionist Models Summer School( Book )
6 editions published between 1988 and 1989 in English and held by 165 libraries worldwide
Parallel Models of Associative Memory Updated Edition by Geoffrey E Hinton( file )
1 edition published in 2014 in English and held by 25 libraries worldwide
This update of the 1981 classic on neural networks includes new commentaries by the authors that show how the original ideas are related to subsequent developments. As researchers continue to uncover ways of applying the complex information processing abilities of neural networks, they give these models an exciting future which may well involve revolutionary developments in understanding the brain and the mind -- developments that may allow researchers to build adaptive intelligent machines. The original chapters show where the ideas came from and the new commentaries show where they are going
Connectionist learning procedures by Geoffrey E Hinton( Book )
6 editions published between 1987 and 1992 in English and Undetermined and held by 10 libraries worldwide
Boltzmann machines : constraint satisfaction networks that learn by Geoffrey E Hinton( Book )
1 edition published in 1984 in English and held by 9 libraries worldwide
A time-delay neural network architecture for speech recognition by Kevin Lang( Book )
2 editions published in 1988 in English and held by 9 libraries worldwide
The time-delay architecture was developed on a subset of the alphabetic E-set, a task which is difficult because the distinguishing sounds are low in energy and short in duration. A system can only achieve good performance on the task by learning to ignore meaningless variations in the vowel and the background noise which are major constituents of the input patterns. The time-delay network learned to isolate and analyze the short consonant releases in the patterns without being told that these events were useful, or even where they were located."
Special issue on connectionist symbol processing ( Book )
2 editions published in 1990 in English and held by 8 libraries worldwide
A distributed connectionist production system by David S Touretzky( Book )
4 editions published between 1986 and 1987 in English and Undetermined and held by 7 libraries worldwide
DCPS is a connectionist production system interpreter that uses distributed representations. As a connectionist model it consists of many simple, richly interconnected neuron like computing units that cooperate to solve problems in parallel. One motivation for constructing DCPS was to demonstrate that connectionist models are capable of representing and using explicit rules. A second motivation was to show how coarse coding or distributed representations can be used to construct a working memory that requires far fewer units than the number of different facts that can potentially be stored. The simulation we present is intended as a detailed demonstration of the feasibility of certain ideas and should not be viewed as a full implementation of production systems. Our current model only has a few of the many interesting emergent properties that we eventually hope to demonstrate: it is damage resistant, it performs matching and variable binding by massively parallel constraint satisfaction, and the capacity of its working memory is dependent on the similarity of the items being stored
Relaxation and its role in vision by Geoffrey E Hinton( Book )
6 editions published between 1977 and 1987 in English and held by 6 libraries worldwide
Distributed representations by Geoffrey E Hinton( Book )
3 editions published in 1984 in English and held by 5 libraries worldwide
Experiments on learning by back propagation by David C Plaut( Book )
1 edition published in 1986 in English and held by 4 libraries worldwide
Neural networks for real-world problems Sunday, July 14, 1991, 2:00 pm-6 pm by Geoffrey E Hinton( file )
2 editions published in 1991 in English and held by 4 libraries worldwide
Neural network architectures for artificial intelligence by Geoffrey E Hinton( Book )
1 edition published in 1988 in English and held by 4 libraries worldwide
Learning internal representations by error propagation by David E Rumelhart( Book )
1 edition published in 1985 in English and held by 3 libraries worldwide
Max Ernst: "Les hommes n'en sauront rien" by Geoffrey E Hinton( Article )
1 edition published in 1975 in English and held by 3 libraries worldwide
Le rappresentazioni distribuite by Geoffrey E Hinton( Article )
in Italian and held by 3 libraries worldwide
[Rezension von:] Spies, Werner: Max Ernst : Collagen. - Verlag M. Dumont by Geoffrey E Hinton( Article )
1 edition published in 1976 in Undetermined and held by 3 libraries worldwide
Connectionist models 1990 : proceedings of the 1990 Summer School held at the University of California, San Diego ( Book )
1 edition published in 1991 in English and held by 2 libraries worldwide
 
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Alternative Names
Hinton, G. E.
Hinton, G. E. (Geoffrey E.)
Hinton, Geoffrey
Languages
English (92)
Italian (1)
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