Applying Software Metrics to RNN for Early Reliability Evaluation

Figure 2

The many-to-one RNN model used in this study. The right is the unfolded form, where , , and are the uniform weight matrices. The loss L between the only output o^(t) and the goal y^(t) is used in the backpropagation for updating model parameters.