Layer

Kernel size

Stride

Kernels numbers

Outputs size

Padding

Convolutional layer 1

64 × 1

32

16

64 × 16

yes

Pooling layer 1

2 × 1

2

16

32 × 16

no

Convolutional layer 2

3 × 1

1

32

32 × 32

yes

Pooling layer 2

2 × 1

2

32

16 × 32

no

Convolutional layer 3

3 × 1

1

64

16 × 64

yes

Pooling layer 2

2 × 1

2

64

8 × 64

no

Fully-connected layer

200

1

1

200 × 1

Softmax

10

1

1

10 × 1