Geoffrey E. Hinton
Geoffrey E. Hinton publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Signal Processing, on topics such as Generative Adversarial Networks and Image Synthesis, Neural Networks and Applications and Natural Language Processing Techniques.
- World rank
- #1,487 of 1,633,909 ranked researchers
- Rank in Canada
- #31 of 38,960
- Works
- 79
- Citations
- 22k
- Citations per work
- 273.5
What does Geoffrey E. Hinton research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence46% of their works
- 2Computer Vision and Pattern Recognition24% of their works
- 3Signal Processing9% of their works
- 4Radiology, Nuclear Medicine and Imaging3% of their works
- 5Sociology and Political Science2% of their works
- 6Computational Theory and Mathematics2% of their works
Research topics
Which keywords describe Geoffrey E. Hinton's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Representation Learning, Unsupervised Learning, Convolutional Neural Networks, Generative Adversarial Networks, Image Synthesis and Backpropagation Learning.
- Fragmented Objects
- Domain Adaptation
- Acoustic Modeling
- Machine Translation
- Neural Machine Translation
- Audio Signal Classification
- Backpropagation Learning
- Generative Adversarial Networks
- Unsupervised Learning
- Neural Networks
- Deep Learning
- Representation Learning
- Convolutional Neural Networks
- Image Synthesis
- Self-Organizing Maps
- Music Information Retrieval
- Statistical Machine Translation
- Word Representation
- Deep Neural Networks
- Transfer Learning
- Reconstruction
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 21 words, with their numbers
- Deep Learning253 topics
- Neural Networks243 topics
- Representation Learning142 topics
- Unsupervised Learning142 topics
- Convolutional Neural Networks102 topics
- Generative Adversarial Networks101 topic
- Image Synthesis101 topic
- Backpropagation Learning91 topic
- Self-Organizing Maps91 topic
- Audio Signal Classification61 topic
- Music Information Retrieval61 topic
- Neural Machine Translation61 topic
- Statistical Machine Translation61 topic
- Machine Translation51 topic
- Word Representation51 topic
- Acoustic Modeling41 topic
- Deep Neural Networks41 topic
- Domain Adaptation41 topic
- Transfer Learning41 topic
- Fragmented Objects31 topic
- Reconstruction31 topic
Where does Geoffrey E. Hinton work?
Geoffrey E. Hinton's main affiliation in the publication record is University of Toronto, Canada.
How many publications and citations does Geoffrey E. Hinton have?
Science Explorer counts 79 works and 21,606 citations for Geoffrey E. Hinton, ranking #1,487 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.