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

More Data, More Problems In Automotive


The race toward increasing levels of autonomy is being hampered by competitive concerns over sharing data across the automotive supply chain. Pushing past the initial ADAS levels into full autonomy is expected to take more than a decade, but the infrastructure for those systems, and making sure all assisted and autonomous vehicles work with other vehicles, is under development today. Still, ... » 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

Automakers Changing Tactics On Reliability


Automakers are beginning to rethink how to ensure automotive electronics will remain reliable over their projected lifetimes, focusing their efforts on redundancy, more data-centric architectures and continued testing throughout the life of a vehicle. It is still too early to really know how automotive chips actually will perform over the next 15 to 20 years, especially AI logic developed at... » read more

Week In Review: Manufacturing, Test


Fab tools and materials In a blog, David Haynes, managing director of strategic marketing at Lam Research, talks about the IoT and automotive chip markets, which are fabricated at a wide range of technology nodes. Hoya recently made an unsolicited $1.4 billion bid to acquire NuFlare, a supplier of e-beam mask writers and other equipment. Click here for more information. Hoya makes several p... » read more

Week In Review: Manufacturing, Test


Chipmakers and OEMs TrendForce has released its projected foundry rankings for the fourth quarter of 2019. TSMC remains in first place, followed by Samsung, GlobalFoundries and UMC, according to the firm. “TrendForce projects the foundry industry’s 4Q19 revenue performance to exceed previous expectations,” according to the firm. “Nonetheless, the ongoing U.S-China trade war and uncerta... » read more

Gaps Emerge In Test And Analytics


Sensor and process drift, increased design complexity, and continued optimization of circuitry throughout its lifetime are driving test and analytics in new directions, requiring a series of base comparisons against which equipment and processes can be measured. In the design world this type of platform is called a digital twin, but in the test world there is no equivalent today. And as more... » 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

Different Ways To Improve Chip Reliability


A push toward greater reliability in safety- and mission-critical applications is prompting some innovative approaches in semiconductor design, manufacturing, and post-production analysis of chip behavior. While quality over time has come under intensive scrutiny in automotive, where German carmakers require chips to last 18 years with zero defects, it isn't the only market demanding extende... » read more

Reducing Costly Flaws In Heterogeneous Designs


The cost of defects is rising as chipmakers begin adding multiple chips into a package, or multiple processor cores and memories on the same die. Put simply, one bad wire can spoil an entire system. Two main issues need to be solved to reduce the number of defects. The first is identifying the actual defect, which becomes more difficult as chips grow larger and more complex, and whenever chi... » read more

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