Skip to main content
. 2020 Mar 12;8(3):e17037. doi: 10.2196/17037

Table 2.

Comparison of the baseline and lightweight models.

Characteristic Baseline model Lightweight model
Sampling rate (Hz) 256 64
Convolution layer 2 1
Convolution filter size 3×11×11, stride 1; 3×3×11, stride 1 3×5×11, stride 1
Recurrent layer Vanilla RNNa Fused RNN

aRNN: recurrent neural network.