Table 2.

The architecture of ShallowNet.

Block	Input	Operation	Output
1	3 × 500	40 × conv2D (1 × 25)	40 × 3 × 476
	40 × 3 × 476	40 × conv2D (E × 1)	40 × 1 × 476
	40 × 1 × 476	BatchNorm2D	40 × 1 × 476
	40 × 1 × 476	X2-activation	40 × 1 × 476
2	40 × 1 × 476	Reshape	1 × 40 × 476
	1 × 40 × 476	Avepool2D (1 × 75)	1 × 40 × 5
	1 × 40 × 5	Log(x)-activation	1 × 40 × 5
Dense	1 × 40 × 5	Flatten	200
	200	Softmax	2

* E is the number of electrodes.