Better Inspection, Higher Yield


Wafers can be inspected for large, obvious defects, or for small, subtle ones. The former is referred to as macro-inspection, while the latter is micro-inspection. These processes use different machines with different capital and operating costs, and they might look like competing approaches with different economic returns. In fact, they are complementary tactics that can be balanced within an ... » read more

Week In Review: Manufacturing, Test


Chipmakers At its Architecture Day this week, Intel disclosed its roadmap for the company’s next-generation microprocessors, graphics chips, FPGAs and other products. As part of the event, Intel announced some new enhancements for its existing 10nm finFET technology. Basically, it’s a mid-life kicker for the technology. Intel calls it the 10nm SuperFin technology, which is a redefinitio... » read more

Week In Review: Manufacturing, Test


Chipmakers TSMC posted mixed results in the quarter, although the news was generally positive. The foundry giant raised its capital spending plans. “Our second quarter business was sequentially flat, as the continued 5G infrastructure deployment and HPC-related product launches offset weaknesses in other platforms,” said Wendell Huang, vice president and CFO at TSMC. “Moving into third q... » read more

Challenges In Stacking, Shrinking And Inspecting Next-Gen Chips


Rick Gottscho, CTO of Lam Research, sat down with Semiconductor Engineering to discuss memory and equipment scaling, new market demands, and changes in manufacturing being driven by cost, new technologies, and the application of machine learning. What follows are excerpts of that conversation. SE: We have a lot of different memory technologies coming to market. What's the impact of that? ... » read more

Cleaning Data For Final Test


John O’Donnell, CEO of yieldHUB, talks about why data integrity is so critical for final test, what can cause it to be less-than-perfect, what’s needed to improve the quality of that data, and how that impacts the overall yield in a fab. » read more

New Uses For Manufacturing Data


The semiconductor industry is becoming more reliant on data analytics to ensure that a chip will work as expected over its projected lifetime, but that data is frequently inconsistent or incomplete, and some of the most useful data is being hoarded by companies for competitive reasons. The volume of data is rising at each new process node, where there are simply more things to keep track of,... » read more

What’s Next With AI In Fabs?


Semiconductor Engineering sat down to discuss the issues and challenges with machine learning in semiconductor manufacturing with Kurt Ronse, director of the advanced lithography program at Imec; Yudong Hao, senior director of marketing at Onto Innovation; Romain Roux, data scientist at Mycronic; and Aki Fujimura, chief executive of D2S. What follows are excerpts of that conversation. Part one ... » read more

Redefining Device Failures


Can a 5nm or 3nm chip really perform to spec over a couple decades? The answer is yes, but not using traditional approaches for designing, manufacturing or testing those chips. At the next few process nodes, all the workarounds and solutions that have been developed since 45nm don't necessarily apply. In the early finFET processes, for example, the new transistor structure provided a huge im... » read more

Holistic Yield Improvement Methodology


As new products and processes are being introduced into IC manufacturing at an accelerated rate, yield learning and ramping are becoming more challenging due to the increased interaction between the design and process. Compared to random defect caused yield losses, systematic yield loss mechanisms are becoming more important, thus initial yield ramping process becomes more challenging. A “hol... » read more

Is It Time To Decentralize The Supply Chain?


One of the key requirements in any engineered system is a backup plan. A single point of failure in safety-critical or mission-critical applications can lead to disaster, whether that involves a smart phone, a car, a bridge, an airplane, or a design, manufacturing or business process. So why has this been largely ignored across the semiconductor manufacturing supply chain? The answer is comp... » read more

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