Patent ID: 11900606
Assignee: QMENTA, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 7:
8. The method of claim 1, wherein the step (n) comprises:
(a) producing a second downsampled volume having dimensions of a fifth size and a fourth kernel size from the residual downsampled volume, wherein dimensions of the fifth size comprise dimensions of half the third size and the fourth kernel size is double the third kernel size;
(b) producing a second residual downsampled volume from the downsampled volume having dimensions of the fifth size and the fourth kernel size;
(c) convolving, to a fourth intermediate downsampled volume, a first dimension of the second downsampled volume to size of 1;
(d) convolving, to a fifth intermediate downsampled volume, a second dimension of the second downsampled volume to size of 1;
(e) convolving, to a sixth intermediate downsampled volume, a third dimension of the second downsampled volume to size of 1;
(f) summing the fourth intermediate downsampled volume, the fifth intermediate downsampled volume, and the sixth intermediate downsampled volume to create a third global volume having dimensions of a sixth size and the second kernel size;
(g) upsampling the created third global volume having dimensions of the sixth size to increase the dimension size to dimensions of the second size; and
(h) integrating the first global volume, the second global volume, and the third global volume to create an output volume having dimensions of the second size and the second kernel size.