公开(公告)号：US11507801B2

公开(公告)日：2022-11-22

申请号：US16505155

申请日：2019-07-08

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： In Huh ,  Min Chul Park ,  Tae Ho Lee ,  Chang Wook Jeong ,  Chan Young Hwang

IPC: G06N3/04 ,  G06N3/08 ,  G06F30/30

Abstract: A method for detecting defects in a semiconductor device includes pre-training a pre-trained convolutional neural network (CNN) model using a sampled clean data set extracted from a first data set; training a normal convolutional neural network model and a label-noise convolutional neural network model using first data of the first data set and the pre-trained convolutional neural network model. The method also includes outputting a first prediction result on whether second data of a second data set is good or bad using the second data and the normal convolutional neural network model; and outputting a second prediction result on whether second data is good or bad using the second data and the label-noise convolutional neural network model. The first prediction result is compared with the second prediction result to perform noise correction when there is a label difference. Third data created as results of the noise correction is added to the sampled clean data set. The normal convolutional neural network model and the label-noise convolutional neural network model are additionally using the sampled clean data set with the third data added.

公开(公告)号：US09538099B2

公开(公告)日：2017-01-03

申请号：US14608696

申请日：2015-01-29

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Dong-Hyuk Kim ,  Dong Hun Lee ,  Tae Ho Lee ,  Man Seung Cho

IPC: H04N5/32 ,  A61B6/00

CPC classification number: H04N5/32 ,  A61B6/4233 ,  A61B6/5205 ,  A61B6/542 ,  H04N5/3454

Abstract: Disclosed herein is an X-ray imaging apparatus including: a gate driver configured to apply a turn-on signal to a plurality of gate lines; and a readout circuit configured to read out a signal from the plurality of gate lines, wherein if an X-ray signal is detected from a gate line of the plurality of gate lines, the gate driver changes a turn-on time period of the turn-on signal.

Abstract translation: 本文公开了一种X射线成像装置，包括：门驱动器，被配置为将接通信号施加到多个栅极线; 以及读出电路，被配置为从多个栅极线读出信号，其中如果从多个栅极线的栅极线检测到X射线信号，则栅极驱动器改变转向的接通时间周期 - 信号。