Research Article
A New Type of Eye Movement Model Based on Recurrent Neural Networks for Simulating the Gaze Behavior of Human Reading
Algorithm 1
The model training procedure.
(1) for epoch in epochs: | (2) for batch in batchs: | (3) (1) bi-LSTM model forward pass: | (4) forward pass for forward state LSTM | (5) forward pass for backward state LSTM | (6) (2) CRF layer forward and backward pass | (7) (3) bi-LSTM model backward pass: | (8) backward pass for forward state LSTM | (9) backward pass for backward state LSTM | (10) (4) update parameters |
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