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achieve-LSTM

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长短期记忆的隐藏层输出包括隐藏状态和记忆细胞。只有隐藏状态会传递到输出层。

长短期记忆的输入门、遗忘门和输出门可以控制信息的流动。

长短期记忆可以应对循环神经网络中的梯度衰减问题,并更好地捕捉时间序列中时间步距离较大的依赖关系。

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