{"title":"针对 3D 垂直 NAND (VNAND) 闪存通道孔缺陷的智能电气筛选方法","authors":"Beomjun Kim, Gyeongseob Seo, Myungsuk Kim","doi":"10.3390/eng5010027","DOIUrl":null,"url":null,"abstract":"In order to successfully achieve mass production in NAND flash memory, a novel test procedure has been proposed to electrically detect and screen the channel hole defects, such as Not-Open, Bowing, and Bending, which are unique in high-density 3D NAND flash memory. Since channel hole defects lead to catastrophic failure (i.e., malfunction of basic NAND operations), detecting and screening defects in advance is one of the key challenges of guaranteeing the quality of flash products in the NAND manufacturing process. Based on analysis of the physical and electrical mechanisms of the channel hole defect, we have developed a two-step test procedure that consists of pattern-based and stress-based screen methodologies. By optimizing test patterns depending on the type of defect, the pattern-based screen is effective for detecting the type of Hard channel hole defects. The stress-based screen is carefully implemented to detect hidden Soft channel hole defects without degrading the reliability of NAND flash memory. In addition, we have attempted to further optimize the current version of our technique to minimize test time overhead, thus enabling 72.2% improvement in total test time. Experimental results using real 160 3D NAND flash chips show that our technique can efficiently detect and screen out various types of channel hole defects with minimum test time and negligible degradation in the flash reliability.","PeriodicalId":502660,"journal":{"name":"Eng","volume":"10 3","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Smart Electrical Screening Methodology for Channel Hole Defects of 3D Vertical NAND (VNAND) Flash Memory\",\"authors\":\"Beomjun Kim, Gyeongseob Seo, Myungsuk Kim\",\"doi\":\"10.3390/eng5010027\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In order to successfully achieve mass production in NAND flash memory, a novel test procedure has been proposed to electrically detect and screen the channel hole defects, such as Not-Open, Bowing, and Bending, which are unique in high-density 3D NAND flash memory. Since channel hole defects lead to catastrophic failure (i.e., malfunction of basic NAND operations), detecting and screening defects in advance is one of the key challenges of guaranteeing the quality of flash products in the NAND manufacturing process. Based on analysis of the physical and electrical mechanisms of the channel hole defect, we have developed a two-step test procedure that consists of pattern-based and stress-based screen methodologies. By optimizing test patterns depending on the type of defect, the pattern-based screen is effective for detecting the type of Hard channel hole defects. The stress-based screen is carefully implemented to detect hidden Soft channel hole defects without degrading the reliability of NAND flash memory. In addition, we have attempted to further optimize the current version of our technique to minimize test time overhead, thus enabling 72.2% improvement in total test time. Experimental results using real 160 3D NAND flash chips show that our technique can efficiently detect and screen out various types of channel hole defects with minimum test time and negligible degradation in the flash reliability.\",\"PeriodicalId\":502660,\"journal\":{\"name\":\"Eng\",\"volume\":\"10 3\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-03-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Eng\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.3390/eng5010027\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Eng","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3390/eng5010027","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
为了成功实现 NAND 闪存的批量生产,我们提出了一种新型测试程序,用于电学检测和筛选高密度 3D NAND 闪存中特有的沟道孔缺陷,如不开放、弯曲和弯曲。由于沟道孔缺陷会导致灾难性故障(即 NAND 基本操作失灵),因此在 NAND 制造过程中,提前检测和筛选缺陷是保证闪存产品质量的关键挑战之一。在分析沟道孔缺陷的物理和电气机制的基础上,我们开发了一种两步测试程序,包括基于模式和基于应力的筛选方法。通过根据缺陷类型优化测试模式,基于模式的筛选可有效检测硬沟道孔缺陷的类型。基于应力的筛选经过精心实施,可在不降低 NAND 闪存可靠性的情况下检测出隐藏的软沟道孔缺陷。此外,我们还尝试进一步优化当前版本的技术,以最大限度地减少测试时间开销,从而将总测试时间缩短 72.2%。使用真实的 160 个 3D NAND 闪存芯片进行的实验结果表明,我们的技术能以最短的测试时间有效地检测和筛选出各种类型的沟道孔缺陷,而且对闪存可靠性的降低可以忽略不计。
Smart Electrical Screening Methodology for Channel Hole Defects of 3D Vertical NAND (VNAND) Flash Memory
In order to successfully achieve mass production in NAND flash memory, a novel test procedure has been proposed to electrically detect and screen the channel hole defects, such as Not-Open, Bowing, and Bending, which are unique in high-density 3D NAND flash memory. Since channel hole defects lead to catastrophic failure (i.e., malfunction of basic NAND operations), detecting and screening defects in advance is one of the key challenges of guaranteeing the quality of flash products in the NAND manufacturing process. Based on analysis of the physical and electrical mechanisms of the channel hole defect, we have developed a two-step test procedure that consists of pattern-based and stress-based screen methodologies. By optimizing test patterns depending on the type of defect, the pattern-based screen is effective for detecting the type of Hard channel hole defects. The stress-based screen is carefully implemented to detect hidden Soft channel hole defects without degrading the reliability of NAND flash memory. In addition, we have attempted to further optimize the current version of our technique to minimize test time overhead, thus enabling 72.2% improvement in total test time. Experimental results using real 160 3D NAND flash chips show that our technique can efficiently detect and screen out various types of channel hole defects with minimum test time and negligible degradation in the flash reliability.