Patent ID: 11908483
Assignee: TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
Field: Computer technology (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 18:
19. The non-transitory computer-readable storage medium according to claim 18, wherein the artificial neural network is implemented as an end-to-end neural network, and
for each two-dimensional convolutional layer, the n two-dimensional convolution kernels of the same size are initialized in a training phase of the end-to-end neural network according to the following solution:
letting wn′,l′,0=1wn′,l′,1=−1, wn′,l′,h′=0, n′=1,2, . . . , n, l′=0, 1, . . . , l−1, h′=2, 3, . . . , h−1,
h being a height of each two-dimensional convolution kernel in the two-dimensional convolutional layer, l being a length of each two-dimensional convolution kernel in the two-dimensional convolutional layer, wn′,l′,h′ representing a value of an (n′)th two-dimensional convolution kernel at a position (l′, h′).