Research Article

Research and Verification of Convolutional Neural Network Lightweight in BCI

Table 3

Parameters of each level of the R-SeNet network structure.

LayerInput size (number of parameters)Kernel size (number of parameters)Stride

Input sizeN/AN/A
Convolution layer 12
Pooling layer 12
RSE.11
RSE.21
RSE.32
RSE.41
RSE.52
RSE.61
RSE.72
RSE.81
Pooling layerN/AGlobal