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Geoffrey E. Hinton
- > Home > Persons > Geoffrey E. Hinton
Publications
- 2023
- [j70]Geoffrey E. Hinton:
How to Represent Part-Whole Hierarchies in a Neural Network. Neural Comput. 35(3): 413-452 (2023) - 2022
- [i44]Geoffrey E. Hinton:
The Forward-Forward Algorithm: Some Preliminary Investigations. CoRR abs/2212.13345 (2022) - 2021
- [i43]Geoffrey E. Hinton:
How to represent part-whole hierarchies in a neural network. CoRR abs/2102.12627 (2021) - 2020
- [c147]Geoffrey E. Hinton:
The Next Generation of Neural Networks. SIGIR 2020: 1 - 2017
- [r4]Geoffrey E. Hinton:
Boltzmann Machines. Encyclopedia of Machine Learning and Data Mining 2017: 164-168 - [r3]Geoffrey E. Hinton:
Deep Belief Nets. Encyclopedia of Machine Learning and Data Mining 2017: 335-338 - 2014
- [j65]Geoffrey E. Hinton:
Where Do Features Come From? Cogn. Sci. 38(6): 1078-1101 (2014) - 2012
- [p4]Geoffrey E. Hinton:
A Practical Guide to Training Restricted Boltzmann Machines. Neural Networks: Tricks of the Trade (2nd ed.) 2012: 599-619 - 2011
- [j57]Geoffrey E. Hinton:
A better way to learn features: technical perspective. Commun. ACM 54(10): 94 (2011) - 2010
- [r2]Geoffrey E. Hinton:
Boltzmann Machines. Encyclopedia of Machine Learning 2010: 132-136 - [r1]Geoffrey E. Hinton:
Deep Belief Nets. Encyclopedia of Machine Learning 2010: 267-269 - 2009
- [j49]Geoffrey E. Hinton:
Deep belief networks. Scholarpedia 4(5): 5947 (2009) - 2007
- [j47]Geoffrey E. Hinton:
Boltzmann machine. Scholarpedia 2(5): 1668 (2007) - 2005
- [c65]Geoffrey E. Hinton:
What kind of graphical model is the brain? IJCAI 2005: 1765- - 2002
- [j37]Geoffrey E. Hinton:
Training Products of Experts by Minimizing Contrastive Divergence. Neural Comput. 14(8): 1771-1800 (2002) - 2000
- [c46]Geoffrey E. Hinton:
Modeling High-Dimensional Data by Combining Simple Experts. AAAI/IAAI 2000: 1159-1164 - 1990
- [j12]Geoffrey E. Hinton:
Connectionist Symbol Processing - Preface. Artif. Intell. 46(1-2): 1-4 (1990) - [j11]Geoffrey E. Hinton:
Mapping Part-Whole Hierarchies into Connectionist Networks. Artif. Intell. 46(1-2): 47-75 (1990) - 1989
- [j8]Geoffrey E. Hinton:
Connectionist Learning Procedures. Artif. Intell. 40(1-3): 185-234 (1989) - [j7]Geoffrey E. Hinton:
Deterministic Boltzmann Learning Performs Steepest Descent in Weight-Space. Neural Comput. 1(1): 143-150 (1989) - 1987
- [c9]Geoffrey E. Hinton:
Learning Translation Invariant Recognition in Massively Parallel Networks. PARLE (1) 1987: 1-13 - 1981
- [c4]Geoffrey E. Hinton:
A Parallel Computation that Assigns Canonical Object-Based Frames of Reference. IJCAI 1981: 683-685 - [c3]Geoffrey E. Hinton:
Shape Representation in Parallel Systems. IJCAI 1981: 1088-1096 - 1979
- [j1]Geoffrey E. Hinton:
Some Demonstrations of the Effects of Structural Descriptions in Mental Imagery. Cogn. Sci. 3(3): 231-250 (1979) - 1977
- [b1]Geoffrey E. Hinton:
Relaxation and its role in vision. University of Edinburgh, UK, 1977 - 1976
- [c1]Geoffrey E. Hinton:
Using Relaxation to find a Puppet. AISB (ECAI) 1976: 148-157
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