Patent · US Active

Look-up convolutional layer in convolutional neural network

US11048970B2 · kind B2 · utility

0Cited by

1References

20Claims

0Family size

Assignee

Intel Corporation · US

Inventors

Liwei Ma · Beijing, CN
Jiqiang Song · Beijing, CN

Key dates

Filing date	Jun 3, 2016
Grant date	Jun 29, 2021
Priority date	—
Expiry date	Dec 11, 2036

Classification

Technology area (CPC G)Physics
CPC primaryG06T2207/30248
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Embodiments provide for a processor including logic to accelerate convolutional neural network processing, the processor including first logic to apply a convolutional layer to an image to generate a first convolution result and second logic to apply a look-up convolutional layer to the first convolution result to generate a second convolution result, the second convolution result associated with a location of the first convolution result within a global filter kernel.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.