Improving neural networks by preventing coadaptation of feature detectors

Hinton在2012年提出的Improvingneuralnetworksbypreventingco-adaptationoffeaturedetectors也就是dropout,常用于防止训练过拟合,主要是通过随机选择一部分神经元训练,而直接丢弃其他神经元.