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简单入门循环神经网络RNN:时间序列数据的首选神经网络

https://yq.aliyun.com/cloud

2016AI2017AIYann LeCun

ce525f1d80da534a5e1ecdc70815d0ea24be3035

CNN

RNNRNNRNNRNNsRNN90RNNGoogle Voice SearchApple SiriRNNRNN

97e097ab16b7a7b04541b0ae22d0944561bbdbb4

“WISDOM”“D”“S”“O”RNN

“WISDOM”RNN“D”“S”“O”

    RNNBPTT

    

    RNNBPBPTTT-1
Yikes梯度消失问题

10e3e90f791810041daccdc80c917b2e4a91ec5b

BPTTRNNs————

cb936c91ead3f5bd1c159f628aef4844811c9d02

大的突破:长短期记忆(LSTM)
RNNLSTM 

f0199c58dc860948e2ee83233c7bb9b9380a6ec9

LSTMAIRNNRNN/LSTMLSTM 

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LSTMLSTMLSTMRNNRNNRNN
总结

  • RNN
  • RNNRNNsRNN1997LSTM
  • RNN

作者信息

Jason Roell:软件工程师,热爱深度学习及其可改变技术的应用

Linkedinhttps://www.linkedin.com/in/jason-roell-47830817/

@

Understanding Recurrent Neural Networks: The Preferred Neural Network for Time-Series DataJason Roel

pdf

 

最后更新:2017-07-08 19:02:11

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