The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Dec. 20, 2022
Filed:
Oct. 19, 2018
University of Pittsburgh—of the Commonwealth System of Higher Education, Pittsburgh, PA (US);
Youtao Zhang, Pittsburgh, PA (US);
Lei Zhao, Pittsburgh, PA (US);
Jun Yang, Pittsburgh, PA (US);
Shuai Ding, Hefei, CN;
University of Pittsburgh—Of The Commonwealth System of Higher Education, Pittsburgh, PA (US);
Hefei University of Technology, Hefei, CN;
Abstract
A method of deploying a neural network on a target device method includes extracting a number of device dependent error masks from the target device, using the number of device dependent error masks in a training phase of the neural network to generate a device dependent weight matrix for the neural network, and storing the device dependent weight matrix in the target device for use by the target device to perform inference tasks using the neural network.