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有三种方法可以实现RNN。最早的RNN是简单RNN([[Elman,1990]它将$h$和$x$的线性组合通过逐元素非线性函数 σ (例如,逻辑函数 σ(z)=(1+e−z)−1 或更现代的 ReLU 函数 σ(z)=max(0,z) )进行处理。
其中的公式σ(z)=(1+e−z)−1理应为$ \sigma(z) = \frac{1}{1 + e^{-z}} $
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有三种方法可以实现RNN。最早的RNN是简单RNN([[Elman,1990]它将$h$和$x$的线性组合通过逐元素非线性函数 σ (例如,逻辑函数 σ(z)=(1+e−z)−1 或更现代的 ReLU 函数 σ(z)=max(0,z) )进行处理。
其中的公式σ(z)=(1+e−z)−1理应为$ \sigma(z) = \frac{1}{1 + e^{-z}} $
The text was updated successfully, but these errors were encountered: