Geoffrey E. Hinton
University of Toronto(CA)
Publications by Year
Research Areas
Neural Networks and Applications, Speech Recognition and Synthesis, Blind Source Separation Techniques, Generative Adversarial Networks and Image Synthesis, Bayesian Modeling and Causal Inference
Most-Cited Works
- → Learning Internal Representations by Error Propagation(1985)16,191 cited
- → Training Products of Experts by Minimizing Contrastive Divergence(2002)4,957 cited
- → When Does Label Smoothing Help?(2019)884 cited
- → Lesioning an attractor network: Investigations of acquired dyslexia.(1991)647 cited
- → Big Self-Supervised Models are Strong Semi-Supervised Learners(2020)476 cited
- → Similarity of Neural Network Representations Revisited(2019)431 cited
- How Learning Can Guide Evolution.(1987)
- → Phoneme Recognition Using Time-Delay Neural Networks(1990)302 cited
- Phone Recognition with the Mean-Covariance Restricted Boltzmann Machine(2010)