Fig. 8

Aggregate Layer. The output of the previous aggregate layer, \(AG_{i-1}\), and the output of the current hidden layer, \(H_i\), are passed through the forgetting gate and the input gate, where the features are filtered and the important features are retained. The update gate integrates the results of the forgetting gate and input gate outputs to get the output of the current aggregate layer