US Patent Issued to REALTEK SEMICONDUCTOR on Oct. 21 for "Neural network construction method and apparatus having average quantization mechanism" (Taiwanese Inventor)

ALEXANDRIA, Va., Oct. 28 -- United States Patent no. 12,450,490, issued on Oct. 21, was assigned to REALTEK SEMICONDUCTOR Corp. (Hsinchu, Taiwan).

"Neural network construction method and apparatus having average quantization mechanism" was invented by Yu-Che Kao (Hsinchu, Taiwan).

According to the abstract* released by the U.S. Patent & Trademark Office: "The present invention discloses a neural network construction method having average quantization mechanism that includes steps outlined below. A weight combination included in each of network layers of a neural network is retrieved. A loss function is generated according to the weight combination of all the network layers and target values. Corresponding to each network layers, a Gini co...