Table 1. Convolutional neural network structure.
neurons | filters | filter size | strides | padding | activation function | |
---|---|---|---|---|---|---|
convolution layer 1 | (25−5)×16 | 16 | 6×1 | 1 | SAME | ReLU |
convolution layer 2 | (20−3)×32 | 32 | 4×1×16 | 1 | SAME | ReLU |
convolution layer 2 | (17−3)×64 | 64 | 4×1×32 | 1 | SAME | ReLU |