Bridging Machine Learning’s Divide


There is a growing divide between those researching [getkc id="305" comment="machine learning"] (ML) in the cloud and those trying to perform inferencing using limited resources and power budgets. Researchers are using the most cost-effective hardware available to them, which happens to be GPUs filled with floating point arithmetic units. But this is an untenable solution for embedded infere... » read more

Machine Learning’s Growing Divide


[getkc id="305" kc_name="Machine learning"] is one of the hottest areas of development, but most of the attention so far has focused on the cloud, algorithms and GPUs. For the semiconductor industry, the real opportunity is in optimizing and packaging solutions into usable forms, such as within the automotive industry or for battery-operated consumer or [getkc id="76" kc_name="IoT"] products. ... » read more

Reflections On 2017: Manufacturing And Markets


People love to make predictions, and most of the time they have it easy, but at Semiconductor Engineering, we ask them to look back on the predictions they make each year and to assess how close to the mark they were. To see what they missed and what surprised them. Not everyone accepts our offer to grade themselves, but many have this year. This is the first of two parts that looks at the pred... » read more

IoT Myth Busting


The [getkc id="76" comment="Internet of Things"] (IoT) means many things to a large number of people, but one thing is clear—every discussion involving the IoT invariably includes some rather dramatic growth predictions for how many connected devices will be sold and who will be the primary beneficiaries. While that data helps spice up speeches, and typically gets people to read and quote ... » read more

Safety Plus Security: Solutions And Methodologies


By Ed Sperling & Brian Bailey As more technology makes its way into safety-critical markets—and as more of those devices are connected to the Internet—security issues are beginning to merge with safety issues. The number of attempted cyberattacks is up on every front, which has big implications for devices used in safety-related applications. There are more viruses, ransomware, an... » read more

Safety Plus Security: A New Challenge


Nobody has ever integrated safety or security features into their design just because they felt like it. Usually, successive high-profile attacks are needed to even get an industry's attention. And after that, it's not always clear how to best implement solutions or what the tradeoffs are between cost, performance, and risk versus benefit. Putting safety and security in the same basket is a ... » read more

Electric Vehicles Set The Pace


Electric vehicles are leading the charge for innovation in automotive electronics. Companies that invested and embraced the challenge of EVs are besting their less-nimble, less-open-minded engineering cohorts. Semiconductors and embedded computers have been controlling the dashboard, mirrors, seats, heating and cooling for years. But with EVs, engineering teams are starting to tackle tas... » read more

Dealing With Unintended Behavior


Functional verification was already tough enough, but having to identify behaviors that were never defined or intended opens up the search space beyond what existing tools are capable of handling. However, while you may not be able to eliminate unintended behaviors, a design team is not helpless. There are several steps that can be taken to reduce the likelihood of these problems getting int... » read more

Uncovering Unintended Behavior


Very few companies ever had to worry about security until recently. Over the past couple of years, we have seen increasing evidence that our connected systems are vulnerable. The recent distributed denial of service (DDoS) attack, which made many Internet sites unavailable, has focused attention on Internet of Things (IoT) devices such as digital video recorders and cameras that have Internet a... » read more

The Week In Review: Design


Legal Back in 2013, Synopsys filed suit against ATopTech for copyright infringement. The courts found in favor of Synopsys and ATopTech was damages were set at a little over $30M. With appeals unsuccessful, ATopTech announced that it has filed a voluntary petition under Chapter 11 of the Bankruptcy Code and has filed a motion to sell its businesses using a stalking horse bidder (an initial b... » read more

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