Table 1.

Configuration list of selected models working on the India Pines dataset for the illustration of input and output modifications. FC, fully-connected.

	${\mathit{CNN}}_1$	${\mathit{CNN}}_9$	${\mathit{CNN}}_2$	${\mathit{CNN}}_2$-Lite
Input	1 × 200 × 1	9 × 200 × 1	2 × 200 × 1	2 × 200 × 1
Conv1	(1 × 16) #32	(9 × 16) #32	(2 × 16) #32	(2 × 16) #32
Conv2	(1 × 16) #32	(1 × 16) #32	(1 × 16) #32	(2 × 16) #32
Conv3	(1 × 16) #32	(1 × 16) #32	(1 × 16) #32	(2 × 16) #32
FC1	4960–800	4960–800	4960–800	4960–400
FC2	800–800	800–800	800–800	400–200
FC3	800-K	800-K	800-K	200-K
Output	SoftMax	SoftMax	-	-