category: Top Stories

category: IoT, Security & Automotive

Improving Yield With Machine Learning
By Laura Peters - 12 Jul, 2022 - Comments: 0

Machine learning is becoming increasingly valuable in semiconductor manufacturing, where it is being used to improve yield and throughput. This is especially important in process control, where data sets are noisy. Neural networks can identify patterns that exceed human capability, or perform classification faster. Consequently, they are being deployed across a variety of manufacturing proce... » read more

Finding Frameworks For End-To-End Analytics
By Anne Meixner - 12 Jul, 2022 - Comments: 0

End-to-end analytics can improve yield and ROI on tool purchases, but reaping those benefits will require common data formats, die traceability, an appropriate level of data granularity — and a determination of who owns what data. New standards, guidelines, and consortium efforts are being developed to remove these barriers to data sharing for analytics purposes. But the amount of work req... » read more

E-beam’s Role Grows For Detecting IC Defects
By Karen Heyman - 12 Jul, 2022 - Comments: 1

The perpetual march toward smaller features, coupled with growing demand for better reliability over longer chip lifetimes, has elevated inspection from a relatively obscure but necessary technology into one of the most critical tools in fab and packaging houses. For years, inspection had been framed as a battle between e-beam and optical microscopy. Increasingly, though, other types of insp... » read more

Security Risks Widen With Commercial Chiplets
By Ed Sperling - 07 Jul, 2022 - Comments: 0

The commercialization of chiplets is expected to increase the number and breadth of attack surfaces in electronic systems, making it harder to keep track of all the hardened IP jammed into a package and to verify its authenticity and robustness against hackers. Until now this has been largely a non-issue, because the only companies using chiplets today — AMD, Intel, and Marvell — interna... » read more

Which Fuel Will Drive Next-Generation Autos?
By Ann Mutschler - 07 Jul, 2022 - Comments: 0

With gasoline prices hitting uncomfortable highs, consumers increasingly are looking toward non-gasoline-powered vehicles. But what ultimately will power those vehicles is far from clear. Inside the cabin and under the hood, these vehicles will be filled with semiconductors. Yet what the energy source is for those semiconductors is the subject of ongoing debate. It could be batteries, hydrog... » read more

What Formula 1 Racing Says About Auto’s High-Tech Future
By Marie C. Baca - 07 Jul, 2022 - Comments: 0

To learn about the future of the auto industry, you can interview analysts and experts, peruse scientific publications, and attend various conferences. Or you can watch multi-million dollar race cars hurtle around a track at speeds of upwards of 220 miles per hour. Welcome to Formula 1, the international auto racing sport with a cumulative TV audience of 1.55 billion people. The budgets are ... » read more

Startup Funding: June 2022
By Jesse Allen - 06 Jul, 2022 - Comments: 0

Big money went to manufacturing in June, with a massive round for a Chinese analog foundry’s expansion to 55 – 40nm nodes. A fab management software startup also drew sizeable investment, as did a supplier of semiconductor-grade silicon components. Investors didn’t forget chip design, with three EDA companies receiving new funding, one of which drew over $100 million. Plus, numerous te... » read more

Risks Rise As Robotic Surgery Goes Mainstream
By John Koon - 30 Jun, 2022 - Comments: 1

As robotic-assisted surgery moves into the mainstream, so do concerns about security breaches, latency, and system performance. In the operating room, every second is critical, and technology failures or delays can be life-threatening. Robotic-assisted surgery (RAS) has around for a couple decades, but it is becoming more prevalent and significantly more complex. The technology often include... » read more

EDA Gaps At The Leading Edge
By Ed Sperling - 29 Jun, 2022 - Comments: 1

Semiconductor Engineering sat down to discuss why new approaches are required for heterogeneous designs, with Bari Biswas, senior vice president for the Silicon Realization Group at Synopsys; John Lee, general manager and vice president of the Ansys Semiconductor business unit; Michael Jackson, corporate vice president for R&D at Cadence; Prashant Varshney, head of product for Microsoft Azu... » read more

Who Does Processor Validation?
By Brian Bailey - 27 Jun, 2022 - Comments: 1

Defining what a processor is, and what it is supposed to do, is not always as easy as it sounds. In fact, companies are struggling with the implications of hundreds of heterogenous processing elements crammed into a single chip or package. Companies have extensive verification methodologies, but not for validation. Verification is a process of ensuring that an implementation matches a specif... » read more

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