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循環神經網絡要點解析

pub nat cti arc sdn ups mod art 參考

參考:
Understanding LSTM Networks
(Karpathy blog )The Unreasonable Effectiveness of Recurrent Neural Networks
(課程)CS224d: Deep Learning for Natural Language Processing
(代碼解析)Anyone Can Learn To Code an LSTM-RNN in Python
(代碼解析)深度學習筆記(四):循環神經網絡的概念,結構和代碼註釋
(論文)Recurrent neural network based language model
(論文)Gated Feedback Recurrent Neural Networks

1、Long-Term Dependencies

2、梯度消失和爆炸

循環神經網絡要點解析