ReLU是什么的简称?

  • ReLU——Rectified Linear Unit (整流线性单元)
    R e L U ( x ) = m a x ( 0 , x ) ReLU(x)=max(0,x) ReLU(x)=max(0,x)
  • ELU——Exponential linear units(指数线性单元)
    E L U ( x ) = { x ; x ≥ 0 a ( e x − 1 ) ; x < 0 ELU(x)=\left\{ \begin{aligned} x ; x\geq0 \\ a(e^x-1);x<0 \end{aligned} \right. ELU(x)={x;x0a(ex1);x<0
  • Leaky ReLU

L e a k y R e L U ( x ) = { x ; x ≥ 0 a x ; x < 0 Leaky ReLU(x)=\left\{ \begin{aligned} x ; x\geq0 \\ ax;x<0 \end{aligned} \right. LeakyReLU(x)={x;x0ax;x<0

  • GeLU——Gaussian Error Linerar Units(高斯误差线性单元)

ReLU是什么的简称?_第1张图片
https://blog.csdn.net/liruihongbob/article/details/86510622

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