ECG Signal Classification Based on Fusion of Hybrid CNN and Wavelet Features by D-S Evidence Theory

Table 3

The architecture of 1-D CNN.

Layers	Type	Activation function	Number of neurons (output layer)	Filter size	Number of filters	Stride
1	Input
2	Convolution	ReLU			4	1
3	Max-pooling				4	2
4	Convolution	ReLU			4	1
5	Max-pooling				4	2
6	Convolution	ReLU			4	1
7	Max-pooling				4	2
8	Convolution	ReLU			8	1
9	Max-pooling				8	2
10	Fully connected	ReLU	10
11	Output	SoftMax	5