Table 4 Layer composition and configuration of the identity block within the proposed CNN model.
From: Spike train analysis in rehabilitation movement classification using deep learning approach
Identity block | |
|---|---|
1 | original_input = input |
2 | block = intended block of layers |
3 | block.add(convolutional 1 \(\times\) 1) |
4 | block.add (batch normalization) |
5 | block.add(ReLu) |
6 | block.add(convolutional 3 \(\times\) 3) |
7 | block.add (batch normalization) |
8 | block.add(ReLu) |
9 | block.add(convolutional 1 \(\times\) 1) |
10 | block.add (batch normalization) |
11 | block.connect_outputs(block, original_input) |
12 | block.add(ReLu) |
13 | return block |
