Verification In The Era Of Autonomous Driving, Artificial Intelligence And Machine Learning


The last couple of weeks have been busy with me participating on three panels that dealt with AI and machine learning in the contexts of automotive and aero/defense, in San Jose, Berlin and Detroit. The common theme? Data is indeed the new oil, and it messes with traditional value creation in electronics. Also, requirements for system design and verification are changing and there are completel... » read more

Compressing Datasets Created During Silicon Design


Authors: Guru Rao, Distinguished Engineer; Shakir Abbas, Software Engineering Group Director; Mohammad Mirfendereski, Configuration Management Architect; Cadence. Harsh Sharangpani, CEO and CTO; Rajesh Patil, VP-Business Development; Ascava. During the design cycle for modern semiconductor components, a very large amount of data is generated and stored, often accumulating to hundreds of tera... » read more

Less Food, More Thought


A trillion "things" are expected to be connected to the Internet sometime in the next decade. No matter how power-efficient these things are, they probably will require enough coin-sized lithium batteries to drain the world's supply of element No. 3 on the Periodic Table. They also will increase the demand for power everywhere, and that's even before tacking on electric vehicles, the edge, robo... » read more

The Great Data Flood Ahead


The number of devices connected to the Internet is expected to exceed 1 trillion devices over the next decade or so. The timeline is a bit fuzzy, in part because no one is actually counting all of these devices, but the implications are pretty clear. A data deluge of biblical proportions is headed our way, and so far no one has any idea of what to do with all of it. From a system-level s... » read more

5 Steps To Data-Driven Manufacturing


There is a lot of hype surrounding “Industry 4.0,” “Smart Manufacturing,” “the Industrial Internet of Things (IIoT),” and other associated terms, but it all boils down to one question: How do I become a data-driven manufacturer? Companies strive to be data driven, realizing that decisions will be more objective and more likely to achieve the desired results. In fact, many compani... » read more

Paving The Way To Autonomous Driving


Over the past couple weeks, four major carmakers began pairing off to jointly develop autonomous vehicles. Numerous reports say Ford will sign a deal with Volkswagen, and BMW is working on Level 4 self-driving vehicles with Daimler, the parent of Mercedes Benz. While this speaks volumes about the enormous cost of developing artificial intelligence systems to drive vehicles, it also points th... » read more

Advanced Process Control


David Fried, vice president of computational products at Lam Research, looks at shrinking tolerances at advanced processes, how that affects variation in semiconductor manufacturing, and what can be done to achieve the benefits of scaling without moving to new transistor architectures. » read more

Test Moving Forward And Backward


Test, once considered an important but rather mundane way of separating good chips from the not-so-good and the total rejects, is taking on a whole new life. After decades of largely living in the shadows behind design and advancements in materials and lithography, test has quietly shifted into a much more critical and more public role. But it has taken several rather significant shifts acro... » read more

Best Practices For Saving Measurement Data


You collect data to make decisions. However, an inefficient file format may cause problems when analyzing your data. The key to choosing a file format for your application involves thinking about the current system requirements and how the file can adapt for future application needs. To help you organize your file format for your application, use the guide and checklist of questions: • Ho... » read more

The Precision Knob


Precision used to be a goal, but increasingly it is being used as a tool. This is true for processing and algorithms, where less precision can greatly improve both performance and battery life. And it is true in manufacturing, where more precision can help minimize the growing impact of variation. Moreover, being able to dial precision up or down can help engineers see the impact on a system... » read more

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