A deep residual neural network for semiconductor defect classification in imbalanced scanning electron microscope datasets
Author:
Funder
Electronic Components and Systems for European Leadership
Publisher
Elsevier BV
Subject
Software
Reference82 articles.
1. A review of reliability prediction methods for electronic devices;Foucher;Microelectron. Reliab.,2002
2. Industry 4.0: some challenges and opportunities for reliability engineering;Farsi;Int. J. Reliab. Risk Saf. Theory Appl.,2019
3. Reliability-based fault analysis models with industrial applications: a systematic literature review;Ahmed;Qual. Reliab. Eng. Int.,2021
4. Monthly semiconductor sales worldwide from 2012 to 2020 (in Billion U.S. Dollars);STATISTA,2019
5. Adaptive parametric yield enhancement via collinear multivariate analytics for semiconductor intelligent manufacturing;Chien;Appl. Soft Comput.,2021
Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Fault diagnosis study of hydraulic pump based on improved symplectic geometry reconstruction data enhancement method;Advanced Engineering Informatics;2024-08
2. Automated Classification of Semiconductor Defect Density SEM Images Using Deep Learning;Recent Advances in Microelectronics Reliability;2024
3. Improved Surface Defect Classification from a Simple Convolutional Neural Network by Image Preprocessing and Data Augmentation;Lecture Notes in Computer Science;2024
4. Defect detection and classification on semiconductor wafers using two-stage geometric transformation-based data augmentation and SqueezeNet lightweight convolutional neural network;Computers & Industrial Engineering;2023-09
5. Fine-Tuned SqueezeNet Lightweight Model for Classifying Surface Defects in Hot-Rolled Steel;Advances in Computational Intelligence;2023
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3