公开(公告)号：US20230146174A1

公开(公告)日：2023-05-11

申请号：US17981086

申请日：2022-11-04

Applicant: SAMSUNG ELECTRONICS CO, LTD.

Inventor： Wook KIM ,  Soonwon KWON ,  Inhwan SONG ,  Beomkyu SEO ,  Donghyuk LIM

IPC: G06F30/27

CPC classification number: G06F30/27 ,  G06F2113/18

Abstract: A method for modeling a serializer/deserializer (SerDes) model includes generating plural data sets including noise simulation data of the SerDes model and output measurement data of an actual SerDes, training a machine learning model based on the plural data sets, and applying the trained machine learning model and an estimation model to a model included in the SerDes model. The estimation model provides the noise simulation data as an input to the trained machine learning model.