Geoffrey E. Hinton

medium confidence · 17 work(s) in this corpus · 453,508 citations across 378 works in OpenAlex

24 of 34 collaborators, ranked by collaboration weight rather than by shared-paper count. Dashed lines are collaborations between the collaborators. See how the weight is computed.

Geoffrey E. Hinton collaborator line weight = collaboration weight

Works in this corpus

Title	Position	Year	Cited
Dropout: a simple way to prevent neural networks from overfitting	middle	2014	34,236
Learning representations by back-propagating errors	middle	1986	31,688
Reducing the Dimensionality of Data with Neural Networks	first	2006	21,247
A Fast Learning Algorithm for Deep Belief Nets	first	2006	16,540
Distilling the Knowledge in a Neural Network	first	2015	14,099
Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups	first	2012	10,399
Speech recognition with deep recurrent neural networks	last	2013	8,916
A Simple Framework for Contrastive Learning of Visual Representations	last	2020	7,341
Improving neural networks by preventing co-adaptation of feature detectors	first	2012	6,653
Adaptive Mixtures of Local Experts	last	1991	5,234
On the importance of initialization and momentum in deep learning	last	2013	3,523
Phoneme recognition using time-delay neural networks	middle	1989	2,650
A View of the Em Algorithm that Justifies Incremental, Sparse, and other Variants	last	1998	2,196
Deep Neural Networks for Acoustic Modeling in Speech Recognition	first	2012	1,907
Acoustic Modeling Using Deep Belief Networks	last	2011	1,752
Connectionist learning procedures	first	1989	1,466
Stochastic Neighbor Embedding	first	2002	1,461

Is this one person?

This record is probably one person, but at least one signal is weak. Check the evidence below before relying on the totals.

neutralNo ORCID on this record, so its identity rests on inference alone.
weakens4 distinct name form(s) across this row's works. Several unrelated spellings is the usual shape of two people sharing one record.
supportsAt most 3 distinct institution(s) inside any five-year window, which is a normal career.
supports92% of this row's works sit in its single largest field.
neutralConfidence is judged on the 17 work(s) this corpus holds, not on the author's whole output. A single-work row carries little evidence either way.

Affiliations

Google (United States) (2020–2020), University of Toronto (1989–2014), University of New Brunswick (2006–2006), Canadian Institute for Advanced Research (1989–1989), Carnegie Mellon University (1986–1986)

In this corpus

h-index 17 over the works held here, which is a number about this corpus and not about a career.

OpenAlex record