Scientific originatorTraining-method researcher
Geoffrey Hinton
Co-authored backpropagation and developed dropout and layer normalization, the training methods deep networks are still trained with.
Works in the archive (9) · lead author on 3
- Backpropagation (Learning representations by back-propagating errors) · 1986
- LeadDeep Belief Nets / Reducing Dimensionality · 2006
- Rectified Linear Units (ReLU) · 2010
- AlexNet: ImageNet Classification with Deep CNNs · 2012
- LeadDeep Neural Networks for Acoustic Modeling in Speech · 2012
- Dropout: A Simple Way to Prevent Neural Networks from Overfitting · 2014
- LeadDistilling the Knowledge in a Neural Network · 2015
- Layer Normalization · 2016
- Outrageously Large Neural Networks: Sparsely-Gated MoE · 2017
“Lead” marks the first-listed author — a byline fact, not a measure of influence; co-authorship is shown as recorded.
Co-authors in the archive
View co-author network (22 people)
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