Figure 3

Structure of LSTM neural network model (\(f_{t}\), \(i_{t}\), and \(o_{t}\) are forget gate, input gate and output gate respectively; \(\sigma\) and \(\tanh\) are activation functions; \(\otimes\) is matrix and element product, \(\oplus\) is addition).