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TCN是一种特殊的卷积神经网络——时序卷积网络(Temporal convolutional network, TCN),于2018年被提出。相较于经典的时序模型RNN结构,TCN模型拥有较高的并行性、更加灵活的感受野,稳定的梯度和更小的内存消耗等优点,在多个时序问题上表现优异。

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