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A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures
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A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures
Yong Yu; Xiaosheng Si; Changhua Hu; Jianxun Zhang · Neural Computation · 2019
Recurrent neural networks (RNNs) have been widely adopted in research areas concerned with sequential data, such as text, audio, and video. However, RNNs consisting of sigma cells or tanh cells are unable to learn the re...
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