Integrated Image Sensor and Light Convolutional Neural Network for Image Classification

Table 1

ELNet architecture.

	Type/stride	Filter shape ()	Input size
I	Conv/2
1	Conv dw/1
	Conv/1
2	Conv dw/2
	Conv/1
3	Conv dw/1
	Conv/1
4	Conv dw/2
	Conv/1
5	Conv dw/1
	Conv/1
6	Conv dw/2
	Conv/1
	(a) Atrous dw/1
	(b) Atrous dw/1
	(c) Atrous dw/1
	Add
7	Conv/1
8	Conv dw/2
	Conv/1
9	Conv dw/1
	Conv/1
10	Average pooling	Global pooling
F	Fully connected
O	Softmax	Classification answer	s