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Table 5 The detailed information of the proposed network

From: Prediction of exercise sudden death in rabbit exhaustive swimming using deep neural network

Layers Layers types Output size Kernel/pool size Filter numbers Stride Activation function
0 Input 1001 × 1
1 1D conv 982 × 9 20 9 1 ReLU
2 1D max pooling 245 × 9 4 4
3 1D conv 226 × 9 20 9 1 ReLU
4 1D max pooling 56 × 9 4 4
5 1D conv 37 × 9 20 9 1 ReLU
6 1D max pooling 9 × 9 4 4
7 GRU 128 dropout = 0.5
8 dense 2 softmax