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:
Sep. 30, 2025
Filed:
Jun. 12, 2022
Mediatek Inc., Hsinchu, TW;
Chih-Wen Goo, Hsinchu, TW;
Pei-Kuei Tsung, Hsinchu, TW;
Chih-Wei Chen, Hsinchu, TW;
Mingen Shih, Hsinchu, TW;
Shu-Hsin Chang, Hsinchu, TW;
Po-Hua Huang, Hsinchu, TW;
Ping-Yuan Tsai, Hsinchu, TW;
Shih-Wei Hsieh, Hsinchu, TW;
You Yu Nian, Hsinchu, TW;
MediaTek Inc., Hsinchu, TW;
Abstract
A system receives a neural network model that includes asymmetric operations. Each asymmetric operation includes one or more fixed-point operands that are asymmetrically-quantized from corresponding floating-point operands. The system compiles a given asymmetric operation of the neural network model into a symmetric operation that includes a combined bias value. A compiler computes the combined bias value is a constant by merging at least zero points of input and output of the given asymmetric operation. The system then generates a symmetric neural network model including the symmetric operation for inference hardware to execute in fixed-point arithmetic.