3D NAND Metrology Challenges Growing


3D NAND vendors face several challenges to scale their devices to the next level, but one manufacturing technology stands out as much more difficult at each turn—metrology. Metrology, the art of measuring and characterizing structures, is used to pinpoint problems and ensure yields for all chip types. In the case of 3D NAND, the metrology tools are becoming more expensive at each iteration... » read more

Finding Defects In Chips With Machine Learning


Chipmakers are using more and different traditional tool types than ever to find killer defects in advanced chips, but they are also turning to complementary solutions like advanced forms of machine learning to help solve the problem. A subset of artificial intelligence (AI), machine learning has been used in computing and other fields for decades. In fact, early forms of machine learning ha... » read more

Measuring FinFETs Will Get Harder


The industry is gradually migrating toward chips based on finFET transistors at 16nm/14nm and beyond, but manufacturing those finFETs is proving to be a daunting challenge in the fab. Patterning is the most difficult process for finFETs. But another process, metrology, is fast becoming one of the biggest challenges for the next-generation transistor technology. In fact, [getkc id="252" kc_n... » read more

Searching For 3D Metrology


In the previous decade, chipmakers made a bold but necessary decision to select the [getkc id="185" kc_name="finFET"] as the next transistor architecture for the IC industry. Over time, though, chipmakers discovered that the finFET would present some challenges in the fab. Deposition, etch and lithography were the obvious hurdles, but chipmakers also saw a big gap in metrology. In fact,... » read more