Sensing Automotive IC Failures


The sooner you detect a failure in any electronic system, the sooner you can act. Together, data analytics and on-chip sensors are poised to boost quality in auto chips and add a growing level of predictive maintenance for vehicles. The ballooning number of chips cars makes it difficult to reach 10 defective parts per billion for every IC that goes into a car.  And requiring that for a 15-y... » 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

Cloudy With A Chance Of Better Analytics


How can you create product-oriented analytics on the factory floor while leveraging cloud capabilities at the same time? In our article, you will learn about: The importance of moving from machine analytics to product analytics. The benefits of migrating your analytics infrastructure to the cloud. How OptimalPlus successfully partnered with AWS to create an end-to-end analytics sol... » read more

Big Problems In A Little Data World


Lam Executive Vice President and Chief Technology Officer, Richard A. Gottscho, gave a keynote at the SEMI Industry Strategy Symposium (ISS), the annual executive conference for the semiconductor industry. Titled “I’m Living in a Little Data World, but I Have a Big Problem,” Rick talked about the challenges faced by the “little data world” of process development and the potential for ... » read more

Using Machine Learning To Gain Data Insights


Today’s consumers have little appetite for networks that go down, for electronic devices that fail, and for any kind of digital service that doesn’t deliver as promised every time. Reliability is no longer a nice-to-have. It's  a key feature. The continued scaling of advanced electronics and chip manufacturing technologies, however, makes reliability harder to achieve — even as expectati... » read more

Making 3D Structures And Packages More Reliable


The move to smaller vertical structures and complex packaging schemes is straining existing testing approaches, particularly in heterogeneous combinations on a single chip and in multi-die packages. The complexity of these devices has exploded with the slowdown in scaling, as chipmakers turn to architectural solutions and new transistor structures rather than just relying on shrinking featur... » read more

Three Levers for Accelerating Lightweighting in Aerospace: Advanced Materials, Additive Manufacturing, Materials Intelligence


Accelerating the delivery of lighter weight aircraft is possible by focusing on three key levers: more extensive use of advanced materials, broader adoption of new manufacturing techniques and extraction of more value from existing materials data. This white paper delves into the opportunities and challenges presented by each, and provides best practices for reducing fuel costs and emissions th... » read more

Reliability At 5nm And Below


The best way to figure out how a chip or package will age is to bake it in an oven, heat it in a pressure cooker, and stick it in a freezer. Those are all standard methods to accelerate physical effects and the effects of aging, but it's not clear they will continue working as chips shrink to 5nm and 3nm, or as they are included in multi-die packages. Extending any of those kitchen-like appr... » read more

Improving Reliability Monitoring Of High-Bandwidth Memory


As the quest for increased bandwidth and speed continues, multi-die technologies with advanced memory architectures are introduced. As the complexity of these heterogenous packaging continues to develop, new reliability challenges arise. A new approach to HBM subsystem monitoring and repair provides advanced in-field reliability assurance. By applying analytics to data created by on-chip Age... » read more

November 2019 Startup Funding


During November, 16 tech startups raised private funding rounds of $100 million or more, together receiving $3.42 billion. Investors were drawn to many of the same technology fields that were popular in 2019 — automotive and mobility tech, artificial intelligence and machine learning, cybersecurity, platforms, semiconductors, and software. Analytics of multiple different types were big in ... » read more

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