The Motor Action Analysis Based on Deep Learning

Table 3

BN-inception network parameter settings.

type	Depth	#1 × 1	#1 × 1 reduce	#3 × 3	#3 × 3 reduce	Double #3 × 3	Pool + proj
Convolution	1
Max pool	0
Convolution	1	64	192
Max pool	0
Inception (3a)	3	64	64	64	64	96	Avg + 32
Inception (3b)	3	64	64	96	64	96	Avg + 64
Inception (3c)	3	0	128	160	64	96	Max + pass
Inception (4a)	3	224	64	96	96	128	Avg + 128
Inception (4b)	3	192	96	128	96	128	Avg + 128
Inception (4c)	3	160	128	160	128	160	Avg + 128
Inception (4d)	3	96	128	192	160	192	Avg + 128
Inception (4e)	3	0	128	192	192	256	Max + pass
Inception (5a)	3	352	192	320	160	224	Avg + 128
Inception (5b)	3	352	192	320	192	224	Max + 128
Avg pool	0