Geoffrey E. Hinton

Publications by Year

Research Areas

Neural Networks and Applications, Generative Adversarial Networks and Image Synthesis, Music and Audio Processing, Domain Adaptation and Few-Shot Learning, Topic Modeling

Most-Cited Works

• → Deep learning(2015)79,092 cited
• → ImageNet classification with deep convolutional neural networks(2017)75,550 cited
• Visualizing Data using t-SNE(2008)
• Dropout: a simple way to prevent neural networks from overfitting(2014)
• → Learning representations by back-propagating errors(1986)30,030 cited
• → Reducing the Dimensionality of Data with Neural Networks(2006)20,619 cited
• → A Fast Learning Algorithm for Deep Belief Nets(2006)16,251 cited
• → Distilling the Knowledge in a Neural Network(2015)13,896 cited
• Rectified Linear Units Improve Restricted Boltzmann Machines