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习题6-1 #48

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simo-an opened this issue Jan 3, 2022 · 0 comments
Open

习题6-1 #48

simo-an opened this issue Jan 3, 2022 · 0 comments

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@simo-an
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simo-an commented Jan 3, 2022

题目

习题6-1 分析延时神经网络、卷积神经网络和循环神经网络的异同点．

解答

  1. 延时神经网络

image

建立一个额外的延时单元，用来存储网络的历史信息

  1. 卷积神经网络

延时神经网络去掉红框中的结构（上图），即可得到卷积神经网络

  1. 循环神经网络

image

循环神经网络通过使用带自反馈的神经元，能够处理任意长度的时序数据。
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