dropoutLayer
丢弃层
说明
丢弃层以给定的概率将输入元素随机设置为零。
创建对象
描述
创建一个丢弃层。layer
= dropoutLayer
创建一个丢弃层并设置 layer
= dropoutLayer(probability
)Probability
属性。
属性
示例
算法
参考
[1] Srivastava, Nitish, Geoffrey Hinton, Alex Krizhevsky, Ilya Sutskever, and Ruslan Salakhutdinov. "Dropout: A Simple Way to Prevent Neural Networks from Overfitting." The Journal of Machine Learning Research 15, no. 1 (January 1, 2014): 1929–58
[2] Krizhevsky, Alex, Ilya Sutskever, and Geoffrey E. Hinton. "ImageNet Classification with Deep Convolutional Neural Networks." Communications of the ACM 60, no. 6 (May 24, 2017): 84–90. https://doi.org/10.1145/3065386