Testing AI Systems


AI is booming. It's coming to a device near you—maybe even inside of you. And AI will be used to design, manufacture and even ship those devices, regardless of what they are, where they are used, or how they are transported. The big questions now are whether these systems work, for how long—and what do those metrics even mean? An AI system, or AI-enhanced system, is supposed to adapt ove... » read more

Training a Neural Network to Fall


Who knew falling was so complicated? “I don’t want to work on a fall detection system ever again,” said MbientLab CEO Laura Kassovic in front of an ARMTech Con audience. The audience laughed as she flashed a picture of what could now be a better approach—the Apple Watch Series 4, which had recently been announced. “The Apple 4 has the fall detection sensor built in. It’s probably... » read more

Effectively Fighting Fake Medical Products


Counterfeit goods have long existed. The worldwide ‘black market’ for brand-name items like purses and sunglasses is estimated to exceed $460B (Los Angeles Times, 2017). While fashion brands make up the majority of this illicit market, a very concerning trend is the rising amount of counterfeit medical products, including equipment, medicines, and vaccines. The World Health Organization ... » read more

Safety, Security And PPA Tradeoffs


Safety and security are emerging as key design tradeoffs as chips are added into safety-critical markets, adding even more complexity into an already complicated optimization process. In the early days of semiconductor design, performance and area were traded off against each other. Then power became important, and the main tradeoffs became power, performance and area (PPA). But as chips inc... » read more

New Roadmap For Electronics


Tech Talk: Melissa Grupen-Shemansky, CTO for SEMI’s FlexTech Group and Advanced Packaging program, looks at what’s changing now that Moore’s Law is slowing, and how packaging is changing as the traditional physical boundaries of electronics begin breaking down. https://youtu.be/UpH1m8Oru90 » read more

Adding NoCs To FPGA SoCs


FPGA SoCs straddle the line between flexibility and performance by combining elements of both FPGAs and ASICs. But as they find a home in more safety- and mission-critical markets, they also are facing some of the same issues as standard SoCs, including the ability to move larger and larger amounts of data quickly throughout an increasingly complex device, and the difficulty in verifying and de... » read more

Emulation-Driven Implementation


Tech Talk: Haroon Chaudhri, director of Prime Power at Synopsys, talks about how to shorten time to market and increase confidence in advanced-node designs, while also reducing the amount of guard-banding and improving design freedom. https://youtu.be/xT3CIqjnaBk » read more

The Growing Materials Challenge


By Katherine Derbyshire & Ed Sperling Materials have emerged as a growing challenge across the semiconductor supply chain, as chips continue to scale, or as they are utilized in new devices such as sensors for AI or machine learning systems. Engineered materials are no longer optional at advanced nodes. They are now a requirement, and the amount of new material content in chips contin... » read more

The Great Chip Shakeup


Facebook, Alibaba, Google, Apple and Samsung are all designing their own chips. So are Cisco and Huawei. So what exactly does this mean for big chipmakers and the semiconductor ecosystem? While your first impulse might be to draw a straight line between Qualcomm's decision to cut 1,500 jobs and reports about giant systems companies developing chips in-house, it's not clear there is any corre... » read more

New Market Drivers


Semiconductor Engineering sat down to discuss changing market dynamics with Steve Mensor, vice president of marketing for [getentity id="22926" e_name="Achronix"]; Apurva Kalia, vice president of R&D in the System and Verification group of [getentity id="22032" e_name="Cadence"]; Mohamed Kassem, CTO for [getentity id="22910" comment="efabless"]; Matthew Ballance, product engineer and techno... » read more

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