Improving neural networks by preventing co-adaptation of feature detectors [paper]
Geoffrey E. Hinton, Nitish Srivastava, Alex Krizhevsky, Ilya Sutskever, Ruslan R. Salakhutdinov
arXiv preprint
Dropout: A simple way to prevent neural networks from overfitting
[paper][bibtex]
Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky, Ilya Sutskever, Ruslan R. Salakhutdinov
Journal of Machine Learning Research, June 2014.