From: Small sample-based disease diagnosis model acquisition in medical human-centered computing
 | Number of layers | Type | Number of kernels | Kernel size | Step size | Activation function |
---|---|---|---|---|---|---|
Encoder | 1 | Conv | 16 | 4 | 2 | ReLU |
2 | Conv | 32 | 4 | 2 | ReLU | |
3 | Conv | 64 | 4 | 2 | ReLU | |
4 | Conv | 128 | 4 | 2 | ReLU | |
5 | Full conn | Â | Â | Â | ReLU | |
Decoder | 1 | Full conn | Â | Â | Â | ReLU |
2 | Full conn | Â | Â | Â | ReLU | |
3 | Conv_trans | 4 | 4 | 2 | ReLU | |
4 | Conv_trans | 4 | 4 | 2 | ReLU | |
5 | Conv_trans | 4 | 4 | 1 | ReLU | |
6 | Conv_trans | 4 | 4 | 1 | ReLU | |
7 | Full conn | Â | Â | Â | Sigmoid |