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The traditional ways of boosting computing throughput are either to increase operating frequency or to use multiprocessing. The industry has done a good job of applying these techniques to maintain a steady increase in performance. However, there is a discontinuity in the needs for processing power. Artificial Intelligence… Read More
In the field of automotive electronics, the year 2011 was a long time ago. So, it is about time that the initial ISO 26262 specification that was adopted back then gets an update. The latest version will be known as ISO26262:2018 and will expand the scope of the original to cover more types of vehicles. It will add an entire section on… Read More
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At the beginning of every project the one of the first questions that ought to be asked is whether there blocks from previous designs that can be reused. On the surface this seems pretty obvious. The wrinkle in this is that reusability varies a lot based on the design type and the effort that a team is willing to expend to bring a design… Read More
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My first car was a used 1971 Volvo 142 and probably did not contain more than a handful of transistors. I used to joke that it could easily survive the EMP from a nuclear explosion. Now, of course, cars contain dozens or more processors, DSP’s and other chips containing millions of transistors. It’s widely expected that the number … Read More
Despite their recent rise to prominence, the fundamentals of AI, specifically neural networks and deep learning, were established as far back as the late 50’s and early 60’s. The first neural network, the Perceptron, had a single layer and was good certain types of recognition. However, the Perceptron was unable to learn how to… Read More
I attend a lot of events on machine learning and write about it regularly. However, I learned some exciting new information about machine learning in a very surprising place recently. Every year for the last few years I have attended the HSPICE SIG dinner hosted by Synopsys in Santa Clara. This event starts with a vendor fair featuring… Read More
Recently there has been a lot of buzz about 5G networks. Aside from the talk about it possibly being nationalized, 5G will be a lot different than its predecessors. Rather than a single data link in a predetermined band, 5G will consist of a web of connections all working together to support existing types of data traffic and many new… Read More
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