Social Touch Gesture Recognition Using Convolutional Neural Network

Table 1

Meta parameters of our CNN architecture.

Layer number	Element	Parameter	Value
1	Convolutional filter	Input channels	8 × 8 × 85
		Size	3 × 3
		Stride	1
		Pad	1
	Max pooling	Size	2 × 2
		Pad	2
2	Convolutional filter	Input channels	64
		Size	2 × 2
		Stride	1
		Pad	1
	Max pooling	Size	2 × 2
		Pad	2
3	Convolutional filter	Input channels	128
		Size	3 × 3
		Stride	1
		Pad	1
	Max pooling	Size	2 × 2
		Pad	2
4	Fully connected	Input to layer	256 × 2 × 2
		Output from layer	512
5	Softmax	Output units	14