Table 5 The parameters and settings for the convolution blocks in DHL
From: Identification of all-against-all protein–protein interactions based on deep hash learning
Block | Number of convolution kernels | Kernel size | Pooling | Stride |
|---|---|---|---|---|
ConvBlock1 | 64 | 5 | 1D Average Pooling | 1 |
ConvBlock2 | 128 | 7 | 1D Average Pooling | 1 |
ConvBlock3 | 256 | 9 | 1D AveragePooling | 1 |
ConvBlock4 | 512 | 15 | 1D Global Average Pooling | 1 |