Research Article

A Sparse Gating Convolutional Recurrent Network for Traffic Flow Prediction

Table 10

The rate of model compression.

ModelParameterRate of parameter reduction

ConvGRU3598080
SConvGRU26764825.6%
SConvGRU+26726425.7%
ConvLSTM4797440
SConvLSTM34150428.8%
SConvLSTM+34099228.9%