Dropout: A Simple Way to Prevent Neural Networks from Overfitting

• http://www.cs.toronto.edu/~rsalakhu/papers/srivastava14a.pdf
• Nitish Srivastava, Geoffrey Hinton, Alex Krizhevsky, Ilya Sutskever, Ruslan Salakhutdinov

Dropout, Regularization, Artificial neural network, Deep learning

A widely-used Regularization technique in Deep learning to remove a certain fraction of neurons.