Edge-Inference Architectures Proliferate


First part of two parts. The second part will dive into basic architectural characteristics. The last year has seen a vast array of announcements of new machine-learning (ML) architectures for edge inference. Unburdened by the need to support training, but tasked with low latency, the devices exhibit extremely varied approaches to ML inference. “Architecture is changing both in the comp... » read more

Startup Funding: January 2021


Over $800M in funding went to companies developing autonomous driving technology, from self-driving-focused AI chips to full vehicles and aftermarket solutions. A couple electric vehicle manufacturers stood out this month, with investors putting large backing behind US-based Rivian and China-based Leapmotor. And with EVs come lots of batteries: funding went to a few startups trying out new batt... » read more

Hard-To-Hire Engineering Jobs


While the pandemic has hurt many job sectors, the semiconductor industry can't get enough qualified people. And that shortage is expected to persist for years, as companies reach deep into untapped talent pools around the globe. Most in demand are experienced engineers and engineers with hybrid knowledge. Skills in machine learning and artificial intelligence are very desirable. Combined kno... » read more

Car Industry Changing Under The Hood


After an initial burst of autonomous activity, the automotive ecosystem regrouped, re-evaluated its goals, and is now ready to begin deploying new technologies made possible by modern development approaches and forward-looking vehicle architectures. The pandemic hurt vehicle sales in 2020, but it also gave the OEMs a chance to catch their breath. Panic over announcements from other carmakers... » read more

Managing Device Certificates Is Becoming Harder


As the number of devices connected to the Internet balloons, certificate management is becoming more complex, more essential, and significantly harder to keep track of. There are many different certificates for many different purposes, not to mention certificates that are unique to each device. And the lifetimes of those certificates may vary, making it even tougher to keep operating certifi... » read more

Electronics Supply-Chain Trust Standards Emerge


Creative new ideas for electronics supply-chain trust are in rich supply, whether securing identity, protecting logistics, or establishing provenance. But underlying these efforts are wide-ranging standards in development from a broad set of organizations. Today, no one-stop-shop for supply-chain standards exists. Instead, there is huge fragmentation. It can be difficult to identify all of t... » read more

CEO Outlook: 2021


The new year will be one of significant transition and innovation for the chip industry, but there are so many new applications and market segments that broad generalizations are becoming less meaningful. Unlike in years past, where sales of computers or smart phones were a good indication of how the chip industry would fare, end markets have both multiplied and splintered, greatly increasin... » read more

Why It’s So Hard To Stop Cyber Attacks On ICs


Semiconductor Engineering sat down to discuss security risks across multiple market segments with Helena Handschuh, security technologies fellow at Rambus; Mike Borza, principal security technologist for the Solutions Group at Synopsys; Steve Carlson, director of aerospace and defense solutions at Cadence; Alric Althoff, senior hardware security engineer at Tortuga Logic; and Joe Kiniry, princi... » read more

New Security Approaches, New Threats


New and different approaches to security are gaining a foothold as the life expectancy for advanced chips increases, and as emerging technologies such as quantum computing threaten to crack even the most complex encryption schemes. These approaches include everything from homomorphic encryption, where data is processed without being decrypted, to different ways of sending and receiving data ... » read more

How Will Future Cars Interact With Humans?


Future automobiles may come with a set of controls very different from what we’re used to now. Mechanical knobs and switches already are being replaced by touchscreens, but that's just the beginning. There are a multitude of other possible ways in which drivers can interact with their vehicles, and the list is growing as technology drives down the cost of this new human-machine interface (... » read more

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