Patent · US Active

Small-footprint deep neural network

US10515301B2 · kind B2 · utility

3Cited by

7References

20Claims

0Family size

Assignee

MICROSOFT TECHNOLOGY LICENSING, LLC · US

Inventors

Jinyu Li · Beijing, CN
Yifan Gong · Sammamish, US
Yongqiang Wang · Shanghai, CN

Key dates

Filing date	Jan 19, 2016
Grant date	Dec 24, 2019
Priority date	—
Expiry date	Aug 7, 2038

Classification

Technology area (CPC G)Physics
CPC primaryG06N3/09
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Conversion of a large-footprint DNN to a small-print DNN is performed using a variety of techniques, including split-vector quantization. The small-foot print DNN may be distributed to a variety of devices, including mobile devices. Further, the small-footprint DNN may aid a digital assistant on a device in interpreting speech input.

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