Stacked Bidirectional and Unidirectional LSTM (SBU-LSTM) Neural Network

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A Stacked Bidirectional and Unidirectional LSTM (SBU-LSTM) Neural Network is a Deep Neural Network that combines both LSTM and BLSTM.



References

2018a

2018b

Kim2018 Fig3 2.png Kim2018 Fig3 4.png

Figure 3.2: Bidirectional LSTM network with 2 stacked layers

Figure 3.4: Combined LSTM-CNN model (LSTM portion may be uni- or bidirectional)
Kim2018 Fig3 3.png

Figure 3.3: Residual network, showing only the CNN architecture